Converts a stanfit object to a matrix or data.table

Usage

stanfit_to_matrix(stanfit, params_desired = NA)

stanfit_to_dt(stanfit, params_desired = NA)

Arguments

stanfit: A stanfit object e.g. as returned by rstan::sampling().
params_desired: A character vector with the names of those parameters in the stanfit object that should be included in the output. The default value of NA means all parameters are included except "lp__" (which is not actually a parameter: Stan uses it to record the value of the target probability density).

Value

A matrix or data.table with one column per parameter and one row per sample.

Examples

  eg <- mastiff::stan_example_regression$posterior_samples
  stanfit_to_matrix(eg)
#>           parameters
#> iterations        m          c     sigma
#>       [1,] 3.060244 1.49615399 1.5406190
#>       [2,] 3.028401 1.81340441 1.4106039
#>       [3,] 2.956964 2.69877222 1.1527408
#>       [4,] 3.059900 1.97921900 1.4390656
#>       [5,] 3.008127 1.99353323 1.4673264
#>       [6,] 3.004167 2.19405184 1.5082632
#>       [7,] 2.993752 2.36159243 0.6715694
#>       [8,] 2.980137 2.14327881 0.7162255
#>       [9,] 2.996046 2.47911164 1.2494702
#>      [10,] 2.976687 2.61492166 0.8276781
#>      [11,] 3.056862 1.78821640 1.0211310
#>      [12,] 2.996806 2.48111661 0.8118300
#>      [13,] 3.047135 1.71055644 1.0904227
#>      [14,] 3.025158 1.80795034 1.1600923
#>      [15,] 3.007083 2.06696350 1.2235510
#>      [16,] 3.008742 2.22352668 1.0773405
#>      [17,] 3.008692 2.12453726 0.8164582
#>      [18,] 2.994113 2.14387930 0.9595439
#>      [19,] 2.992412 2.05260877 0.8407871
#>      [20,] 2.998270 2.12297185 0.8912958
#>      [21,] 3.006883 2.10525985 0.9371609
#>      [22,] 3.000286 2.06554128 0.8554765
#>      [23,] 3.001983 2.26490761 0.6461875
#>      [24,] 3.001983 2.26490761 0.6461875
#>      [25,] 2.985582 2.19308306 0.6714203
#>      [26,] 2.985582 2.19308306 0.6714203
#>      [27,] 2.992036 2.56352576 0.7782597
#>      [28,] 2.991927 2.08446232 0.8518954
#>      [29,] 3.009166 2.31044767 1.1792242
#>      [30,] 3.009166 2.31044767 1.1792242
#>      [31,] 2.982822 2.35368607 0.9223872
#>      [32,] 2.965687 2.47131255 0.8717810
#>      [33,] 3.014643 1.92716902 0.8544882
#>      [34,] 3.033270 1.87291201 0.8019796
#>      [35,] 3.042794 1.73329500 0.9540530
#>      [36,] 3.017389 1.45976060 1.0156030
#>      [37,] 3.060630 1.63508532 1.0440751
#>      [38,] 2.936733 2.97489764 0.7808665
#>      [39,] 2.922037 3.13676271 0.9003167
#>      [40,] 2.909116 3.29912471 0.9352717
#>      [41,] 2.941371 2.89510722 1.1207478
#>      [42,] 2.949018 2.89686075 1.1549616
#>      [43,] 2.953229 2.09216198 1.1488459
#>      [44,] 2.966233 2.38382851 1.2053977
#>      [45,] 2.993367 2.75059349 1.2572740
#>      [46,] 2.951514 2.90884383 0.8836971
#>      [47,] 2.945019 2.58584332 0.9890785
#>      [48,] 2.969877 2.93339183 1.0357030
#>      [49,] 2.948144 2.96390054 1.0066265
#>      [50,] 2.940375 2.72973002 1.1515498
#>      [51,] 3.010481 1.92596410 1.1504589
#>      [52,] 3.077139 1.54734833 1.0994571
#>      [53,] 3.065021 1.17128365 0.8640311
#>      [54,] 3.038087 1.46430456 0.9999583
#>      [55,] 3.052531 1.50323831 0.8022816
#>      [56,] 2.949767 2.62909759 1.0403574
#>      [57,] 3.024574 2.05127553 1.2452694
#>      [58,] 3.074616 1.41859440 0.7973257
#>      [59,] 3.034337 1.64680837 0.8613596
#>      [60,] 3.027113 1.83365870 0.8032553
#>      [61,] 3.018082 1.92764812 1.1151321
#>      [62,] 3.009042 1.68500295 1.1749997
#>      [63,] 3.034762 1.89169655 1.0795387
#>      [64,] 2.992824 2.06769314 1.0793605
#>      [65,] 2.986007 2.52347246 0.9907307
#>      [66,] 2.985451 2.64506808 0.8429967
#>      [67,] 2.975126 2.32813306 0.8471288
#>      [68,] 2.968775 2.67255274 0.7910276
#>      [69,] 2.962618 2.49907492 0.8178687
#>      [70,] 3.042261 1.91680288 1.2201003
#>      [71,] 3.024688 2.11625748 1.2025828
#>      [72,] 2.962800 2.30334055 1.1309311
#>      [73,] 3.004842 2.53571949 1.2776108
#>      [74,] 2.924714 2.81430268 1.2227723
#>      [75,] 2.949177 3.15583118 1.2303191
#>      [76,] 3.079447 1.51412953 0.9039091
#>      [77,] 3.026815 1.49711762 1.0031432
#>      [78,] 3.018644 1.65520177 0.7732119
#>      [79,] 3.044349 1.96607533 0.8202228
#>      [80,] 3.009395 2.52294920 1.4623518
#>      [81,] 2.991326 2.34566332 1.4655626
#>      [82,] 2.998014 2.35415634 1.5335202
#>      [83,] 3.088392 1.52082693 1.0980138
#>      [84,] 3.026964 1.34079812 1.1593395
#>      [85,] 3.006795 1.93426334 1.2850713
#>      [86,] 3.037377 2.12122964 1.3163514
#>      [87,] 3.046570 2.12701712 1.2109513
#>      [88,] 3.066479 1.05398658 1.2560211
#>      [89,] 2.977307 1.95994158 1.1917839
#>      [90,] 3.014889 2.51231087 1.0995653
#>      [91,] 2.962007 2.23285437 0.7155992
#>      [92,] 3.005846 2.51253109 1.4286828
#>      [93,] 2.933706 2.81803222 0.8804011
#>      [94,] 2.962510 2.69055126 0.9813661
#>      [95,] 2.976679 2.65029077 0.9342895
#>      [96,] 2.966614 2.32769272 0.9079217
#>      [97,] 2.989971 2.40947982 0.8650259
#>      [98,] 2.992937 2.52785329 0.8783766
#>      [99,] 2.993011 2.66720853 0.8601602
#>     [100,] 2.976440 2.58853781 0.8733197
#>     [101,] 2.998716 2.03571189 1.2041451
#>     [102,] 2.961768 2.75498373 1.3325084
#>     [103,] 2.948904 2.59974670 1.2824738
#>     [104,] 3.044525 1.52571537 0.8428396
#>     [105,] 3.035349 1.63986945 1.0615448
#>     [106,] 3.073095 1.58575207 0.9506478
#>     [107,] 2.979257 2.27384137 1.2581438
#>     [108,] 2.957215 2.70778557 1.4808087
#>     [109,] 3.072375 1.40231876 0.7247023
#>     [110,] 3.044495 1.39646163 0.7879027
#>     [111,] 2.942214 2.57880305 1.0074878
#>     [112,] 2.987354 2.13330620 0.7236784
#>     [113,] 3.005945 2.24921304 0.7766071
#>     [114,] 3.014575 2.23723520 0.7086210
#>     [115,] 3.014575 2.23723520 0.7086210
#>     [116,] 3.016185 2.03898806 0.6411798
#>     [117,] 2.996036 2.08697389 0.9463875
#>     [118,] 3.023076 1.65891780 0.9360788
#>     [119,] 3.042196 1.69990798 0.9340043
#>     [120,] 3.029243 1.76874827 0.8858973
#>     [121,] 3.005712 2.01869776 0.8519357
#>     [122,] 2.997795 1.86192685 0.8233606
#>     [123,] 2.930781 2.97990116 1.0039271
#>     [124,] 2.920247 2.93074549 1.0369111
#>     [125,] 3.062034 1.67754556 0.8924533
#>     [126,] 3.081292 1.39650017 1.2455089
#>     [127,] 3.001609 2.35464578 0.8223545
#>     [128,] 2.985031 2.25304893 0.8762275
#>     [129,] 3.034815 1.97097827 0.9995716
#>     [130,] 3.030380 1.83694845 0.8920393
#>     [131,] 2.975136 2.47189184 0.9283808
#>     [132,] 2.969404 2.45910501 0.9207032
#>     [133,] 3.027951 1.90890761 0.8814380
#>     [134,] 3.024141 1.59339682 0.8700634
#>     [135,] 3.035146 2.15208830 0.9425847
#>     [136,] 3.023936 1.53725071 1.0543850
#>     [137,] 3.040600 2.12108998 0.8927334
#>     [138,] 2.999945 1.86511487 0.9324115
#>     [139,] 3.037646 2.17480793 0.8856732
#>     [140,] 3.023084 1.66793834 0.9613547
#>     [141,] 2.996111 2.29954322 0.8743987
#>     [142,] 3.038300 1.85119572 0.7072884
#>     [143,] 3.028474 1.89412471 0.7211494
#>     [144,] 3.027008 1.89118469 0.8570348
#>     [145,] 3.037884 1.74204886 1.0474564
#>     [146,] 3.073400 1.63605830 1.1623336
#>     [147,] 3.065641 1.44067921 0.8856644
#>     [148,] 3.048631 1.72117453 0.8554466
#>     [149,] 3.034418 1.45402089 0.8757671
#>     [150,] 3.008792 2.44357350 0.9568781
#>     [151,] 2.982188 2.12417459 1.0086726
#>     [152,] 3.011115 2.26999465 1.0238313
#>     [153,] 3.026642 1.54093171 1.1091302
#>     [154,] 3.043777 2.10825290 1.0114444
#>     [155,] 3.037961 1.91635714 1.0149079
#>     [156,] 3.020060 2.15265586 0.9796164
#>     [157,] 3.002402 1.80917163 0.8944811
#>     [158,] 3.032491 2.32871062 1.2119830
#>     [159,] 3.026771 2.27554897 1.2001502
#>     [160,] 3.048509 1.42346720 0.9383909
#>     [161,] 3.028955 1.80195759 0.8937606
#>     [162,] 3.012402 2.09265191 0.9662622
#>     [163,] 2.986451 2.31109992 1.1339691
#>     [164,] 2.976047 1.98730127 1.1950370
#>     [165,] 2.960549 2.70876514 1.1053044
#>     [166,] 2.945964 2.72068034 1.3577818
#>     [167,] 2.980372 2.56932155 1.1711599
#>     [168,] 2.977397 2.44362162 1.2196172
#>     [169,] 3.012635 1.97032654 1.1863684
#>     [170,] 3.029956 1.78024072 0.7742922
#>     [171,] 3.040611 1.68508845 0.7975055
#>     [172,] 2.983814 2.67182653 1.0772976
#>     [173,] 2.966318 2.68119889 1.0536767
#>     [174,] 2.970655 2.64287921 1.0444981
#>     [175,] 3.032404 1.45983832 0.9573981
#>     [176,] 3.042044 1.78366164 0.9931505
#>     [177,] 3.019799 2.11384961 0.9774679
#>     [178,] 2.994846 1.94243830 0.8835544
#>     [179,] 3.059082 1.84811341 1.1081177
#>     [180,] 3.047017 1.87244453 1.1013859
#>     [181,] 3.016956 1.88250586 0.7877991
#>     [182,] 3.004622 2.20878246 0.9182601
#>     [183,] 3.031534 1.58520037 1.0660080
#>     [184,] 3.006632 2.05696166 0.8864356
#>     [185,] 2.989269 2.54184261 0.7727596
#>     [186,] 3.039676 1.97590036 1.1842239
#>     [187,] 3.058608 1.62097631 1.2753346
#>     [188,] 2.993840 2.14614363 1.3884268
#>     [189,] 3.030053 2.26552508 1.3113888
#>     [190,] 3.008467 1.93358778 1.3685994
#>     [191,] 3.019602 2.00223143 1.2207533
#>     [192,] 3.029840 1.85446639 1.1407188
#>     [193,] 3.027501 2.20498305 1.1913408
#>     [194,] 3.027925 1.89331872 1.1109399
#>     [195,] 3.046824 1.88560789 1.0673223
#>     [196,] 3.013518 1.53501532 1.0611845
#>     [197,] 3.029129 2.33784344 1.1121942
#>     [198,] 3.028353 1.48979898 1.1319018
#>     [199,] 3.052821 1.72911834 1.3116129
#>     [200,] 3.006172 2.04443737 1.3084767
#>     [201,] 3.012664 2.20521357 1.3416003
#>     [202,] 3.016626 1.97098690 0.5813914
#>     [203,] 3.016626 1.97098690 0.5813914
#>     [204,] 3.016626 1.97098690 0.5813914
#>     [205,] 3.007143 2.32041052 0.7470769
#>     [206,] 3.013381 2.26573204 0.8128470
#>     [207,] 2.993531 2.62881310 1.0046157
#>     [208,] 2.993931 2.14282941 0.8914735
#>     [209,] 3.002367 1.97986345 0.6812859
#>     [210,] 3.021321 1.88373173 0.5901602
#>     [211,] 3.017052 2.18942841 0.6617731
#>     [212,] 3.031037 1.78004614 0.8120865
#>     [213,] 3.040332 1.73089954 0.8423807
#>     [214,] 3.012365 2.06349459 1.0343840
#>     [215,] 3.000203 2.16244777 1.0811329
#>     [216,] 2.998784 2.17105328 0.8489236
#>     [217,] 3.003789 1.99182045 0.8998872
#>     [218,] 3.016215 1.98700603 0.8765217
#>     [219,] 2.973781 2.32075097 0.9056835
#>     [220,] 3.038017 1.97471490 0.8395878
#>     [221,] 3.008234 1.84867358 1.0595170
#>     [222,] 2.998276 1.88017667 1.1880758
#>     [223,] 3.116498 0.60414518 1.1259470
#>     [224,] 2.904353 3.66355752 1.3028190
#>     [225,] 2.945099 3.50842565 1.1543316
#>     [226,] 3.007623 2.68099247 1.0744422
#>     [227,] 2.997381 2.17834835 0.7832160
#>     [228,] 3.073359 1.28535543 0.9362401
#>     [229,] 3.091665 1.17942712 1.0967899
#>     [230,] 3.051374 1.52656953 1.1054672
#>     [231,] 3.017489 2.11810670 1.1052337
#>     [232,] 3.015006 1.90203913 1.0698374
#>     [233,] 3.005766 2.35557824 1.0679718
#>     [234,] 2.978279 2.69211564 1.0508289
#>     [235,] 3.042609 1.69430822 1.0702610
#>     [236,] 2.974521 2.46140788 0.8910472
#>     [237,] 2.940569 2.72394780 0.9736520
#>     [238,] 3.031749 2.28018639 1.1693964
#>     [239,] 3.025968 1.75142341 1.0048080
#>     [240,] 2.978502 2.28267184 0.9260797
#>     [241,] 3.025490 1.94891753 0.9339993
#>     [242,] 3.002190 1.95609883 0.8933524
#>     [243,] 2.993764 2.29226452 0.8546456
#>     [244,] 3.007581 2.09204186 0.6746756
#>     [245,] 3.037267 1.73779472 1.2318079
#>     [246,] 3.026989 1.75687421 0.7362866
#>     [247,] 3.013320 2.06173106 1.0670752
#>     [248,] 2.987294 2.22887110 0.7905033
#>     [249,] 2.987294 2.22887110 0.7905033
#>     [250,] 2.974745 2.68890826 0.8764541
#>     [251,] 2.991279 2.26900651 0.9332696
#>     [252,] 3.016266 1.91321918 0.8214331
#>     [253,] 2.959114 2.58095981 1.1018680
#>     [254,] 2.958615 2.70840394 0.9301114
#>     [255,] 2.935305 2.74883663 0.9607634
#>     [256,] 2.980210 2.33768433 0.9919495
#>     [257,] 3.005491 1.81485421 1.1004803
#>     [258,] 3.017509 1.97273938 1.1442167
#>     [259,] 2.983389 2.33368166 1.1147411
#>     [260,] 2.949971 2.44994358 1.3108095
#>     [261,] 3.026611 1.60289086 0.8185843
#>     [262,] 3.005591 1.95423604 0.7956449
#>     [263,] 2.998329 2.24456324 0.9931796
#>     [264,] 3.060164 1.53808591 1.0596203
#>     [265,] 2.927179 2.98330181 0.8965716
#>     [266,] 2.969547 3.02677798 0.8570439
#>     [267,] 2.970980 2.97287719 0.8833504
#>     [268,] 2.957148 2.39988915 0.9511077
#>     [269,] 3.054359 1.31512869 1.0812327
#>     [270,] 3.062567 1.55050695 1.0540371
#>     [271,] 3.063686 1.31747799 1.0772009
#>     [272,] 3.069591 1.46165832 0.8558220
#>     [273,] 2.941857 3.23144887 1.2056970
#>     [274,] 2.941240 3.28432284 1.2512610
#>     [275,] 2.949776 2.60360086 1.0666417
#>     [276,] 2.967278 2.47907216 0.8832975
#>     [277,] 3.018096 1.88951738 0.8617555
#>     [278,] 2.949757 2.13273914 1.1224659
#>     [279,] 2.989659 2.34496168 1.1321150
#>     [280,] 3.051540 1.77510150 0.8704404
#>     [281,] 3.056508 2.03429120 1.1800793
#>     [282,] 3.068948 1.41941120 0.7348478
#>     [283,] 2.935896 2.76150123 1.2365311
#>     [284,] 2.983466 2.52276257 0.8862426
#>     [285,] 2.993365 2.48025650 0.7792797
#>     [286,] 2.975608 2.59471212 1.2313273
#>     [287,] 2.962647 2.72011204 0.7137611
#>     [288,] 3.039265 1.76626302 1.1020644
#>     [289,] 3.063607 1.70022461 0.9592915
#>     [290,] 3.035709 1.41576630 1.4099332
#>     [291,] 3.070827 1.64498754 1.4469946
#>     [292,] 3.079408 1.32841137 1.2613542
#>     [293,] 3.084792 1.05275373 1.2342869
#>     [294,] 3.075183 0.96190718 1.1697780
#>     [295,] 3.056640 1.88537418 1.0314544
#>     [296,] 2.958414 2.64493277 0.8814501
#>     [297,] 2.966711 2.77112385 0.8416987
#>     [298,] 3.063941 1.76327896 0.9941521
#>     [299,] 3.010152 2.48062631 1.2583264
#>     [300,] 2.990397 2.40881127 1.2414630
#>     [301,] 2.989925 1.97693028 1.3002533
#>     [302,] 2.983346 1.88959677 1.2434820
#>     [303,] 2.972194 2.05126797 1.4597305
#>     [304,] 3.042665 1.72043919 1.2169555
#>     [305,] 3.051681 1.70888808 1.3543827
#>     [306,] 3.052270 1.87090952 1.2855295
#>     [307,] 2.994663 1.97667699 1.0204222
#>     [308,] 3.077314 1.25294468 0.8694171
#>     [309,] 3.021955 2.00388887 0.8756638
#>     [310,] 2.962923 2.28351547 0.9688676
#>     [311,] 3.055817 1.48787492 0.8267225
#>     [312,] 3.058302 1.52942217 0.8831614
#>     [313,] 2.915188 2.90755874 1.0062616
#>     [314,] 3.004871 2.05897554 1.1783716
#>     [315,] 3.008328 2.37903082 0.9984229
#>     [316,] 2.968054 2.70529687 0.9759016
#>     [317,] 2.956149 2.61874016 0.9520476
#>     [318,] 2.956448 2.67448258 0.7675441
#>     [319,] 2.973145 2.54234794 0.9243105
#>     [320,] 3.020325 1.83592259 0.9822242
#>     [321,] 2.998198 2.02664582 1.0930324
#>     [322,] 2.996484 2.08886163 1.0589706
#>     [323,] 2.992917 2.21766868 0.9866832
#>     [324,] 2.976289 2.45479029 1.0556488
#>     [325,] 3.044363 1.72499736 0.9779665
#>     [326,] 3.039400 1.97442851 0.9889812
#>     [327,] 3.021126 1.74071855 0.9204097
#>     [328,] 2.988988 2.15150965 0.9693486
#>     [329,] 3.023993 2.07073262 1.1513674
#>     [330,] 2.984432 2.04349834 0.9692567
#>     [331,] 3.021039 1.72813326 0.9885266
#>     [332,] 3.044204 1.83508769 1.0052477
#>     [333,] 3.023720 1.87230225 0.8582345
#>     [334,] 3.018538 2.13758793 0.9815962
#>     [335,] 2.989661 2.32470056 1.3371207
#>     [336,] 2.936488 2.27969674 1.2266371
#>     [337,] 3.037331 2.26129631 1.2506519
#>     [338,] 2.980798 2.08573569 1.0039340
#>     [339,] 3.004718 2.25192007 1.1751369
#>     [340,] 3.070725 1.05233216 1.2864598
#>     [341,] 3.097140 1.31026075 1.2196158
#>     [342,] 3.067450 1.21420285 1.1372370
#>     [343,] 2.976991 2.77259074 0.8750684
#>     [344,] 2.958512 2.39161815 0.9059816
#>     [345,] 2.959555 2.50782745 0.8560770
#>     [346,] 2.951625 2.56022486 1.2255676
#>     [347,] 2.970797 2.59917450 1.1176931
#>     [348,] 2.959916 2.70427095 1.2119680
#>     [349,] 2.927371 2.78003939 1.2691722
#>     [350,] 2.995597 2.52566799 1.5263806
#>     [351,] 2.967237 2.78011109 1.1047366
#>     [352,] 2.932540 3.29947731 1.2567198
#>     [353,] 3.104516 0.95884792 1.1248592
#>     [354,] 3.061179 1.60102635 1.2547623
#>     [355,] 3.024562 1.79464689 1.3913425
#>     [356,] 3.070523 1.98298534 1.4865024
#>     [357,] 2.979605 1.82776872 1.1763746
#>     [358,] 3.023465 1.62478890 1.1732797
#>     [359,] 3.043167 1.94084066 0.9140186
#>     [360,] 3.002946 1.90781104 0.8995749
#>     [361,] 3.041295 1.49738612 0.8472715
#>     [362,] 3.041295 1.49738612 0.8472715
#>     [363,] 3.047497 1.76135316 0.8234162
#>     [364,] 3.029520 1.96898550 0.8650815
#>     [365,] 2.982199 2.51384417 0.9252558
#>     [366,] 2.975657 2.32824764 0.9239436
#>     [367,] 3.008434 1.93670077 0.7981784
#>     [368,] 3.004997 2.13188274 0.7911703
#>     [369,] 3.006256 2.09762937 0.8652710
#>     [370,] 3.011487 1.88209742 1.2700839
#>     [371,] 2.978987 2.44902211 0.9378883
#>     [372,] 2.956911 2.61626330 0.9724608
#>     [373,] 2.963800 2.45117721 0.8226431
#>     [374,] 2.973715 2.49755836 0.8588586
#>     [375,] 2.973741 2.51044314 0.7158466
#>     [376,] 2.972232 2.59845440 0.6775063
#>     [377,] 2.968147 2.50624019 0.7100993
#>     [378,] 3.042649 1.56994461 1.1189251
#>     [379,] 3.059039 1.29303668 1.0883646
#>     [380,] 3.066114 1.51665066 0.8809129
#>     [381,] 3.029688 1.91382218 0.9880395
#>     [382,] 2.951916 2.54138556 0.9485582
#>     [383,] 2.963840 2.81380915 1.2040119
#>     [384,] 2.928189 2.68732067 1.0701221
#>     [385,] 3.023614 2.22230099 1.0654702
#>     [386,] 3.099397 1.22968652 0.9381995
#>     [387,] 2.893371 3.24947467 1.0384723
#>     [388,] 2.935179 3.29858314 0.9648491
#>     [389,] 2.922288 2.69347612 1.1305122
#>     [390,] 3.001029 1.95117278 0.8516905
#>     [391,] 3.009178 1.91038483 0.9189600
#>     [392,] 3.026903 2.14749469 1.0099690
#>     [393,] 2.964329 2.71539078 0.8790307
#>     [394,] 2.928267 2.97263810 1.0382914
#>     [395,] 2.950797 3.02134343 1.0219929
#>     [396,] 3.002271 2.23970418 1.1173219
#>     [397,] 2.986839 2.00357722 1.0636687
#>     [398,] 3.038707 1.96153936 1.0014137
#>     [399,] 2.964812 2.42483102 0.8868672
#>     [400,] 3.045051 1.67907828 1.1460600
#>     [401,] 3.020839 1.85348636 0.9988653
#>     [402,] 3.024411 1.85993586 1.0212312
#>     [403,] 3.027950 2.02019798 1.0357585
#>     [404,] 2.999410 1.86790322 0.8667759
#>     [405,] 3.035268 1.87745807 1.0289639
#>     [406,] 3.070585 1.39482757 1.2273234
#>     [407,] 2.964173 2.51183315 0.8505212
#>     [408,] 2.967593 2.52248822 0.9036420
#>     [409,] 2.977747 2.61379398 0.9427592
#>     [410,] 2.990471 2.70670797 0.9565554
#>     [411,] 2.962375 2.61142062 0.8176130
#>     [412,] 2.975001 2.36864928 0.9286829
#>     [413,] 2.966404 2.15721614 0.9419967
#>     [414,] 3.025020 1.89110923 0.8403528
#>     [415,] 3.021764 1.91247858 0.7560495
#>     [416,] 3.021764 1.91247858 0.7560495
#>     [417,] 3.068887 1.62202373 0.7525131
#>     [418,] 3.063633 1.74419582 1.2320973
#>     [419,] 3.031813 1.96770684 1.0599036
#>     [420,] 3.007630 2.15985600 0.9663812
#>     [421,] 3.011093 2.08081918 0.9765826
#>     [422,] 3.007245 1.99019671 0.9725704
#>     [423,] 2.987773 2.31342911 1.0270432
#>     [424,] 3.001273 2.38551231 0.9358378
#>     [425,] 3.004291 2.25555691 0.9434867
#>     [426,] 3.008085 2.22990485 0.9662081
#>     [427,] 3.003835 1.89492120 0.9997276
#>     [428,] 3.046132 2.12737993 1.0161474
#>     [429,] 2.998464 2.65479973 0.9259637
#>     [430,] 3.001586 1.87449116 0.9587997
#>     [431,] 2.971153 2.13449330 0.8442646
#>     [432,] 2.989651 2.24129159 1.1682799
#>     [433,] 2.965134 2.62711711 1.1661645
#>     [434,] 2.943304 2.95818054 1.1749908
#>     [435,] 3.065844 1.55698946 0.7514306
#>     [436,] 2.981861 2.21227180 1.2840386
#>     [437,] 2.998546 1.73191339 1.3279831
#>     [438,] 2.938704 2.54694842 1.1346963
#>     [439,] 3.088788 1.57740657 0.8136191
#>     [440,] 3.075065 1.47885680 0.7628500
#>     [441,] 3.029328 1.59495868 1.0284243
#>     [442,] 3.031403 1.84612575 0.8156395
#>     [443,] 3.030180 1.79526443 1.0660898
#>     [444,] 3.033448 1.51403967 0.8480077
#>     [445,] 3.053434 1.26051125 1.1012903
#>     [446,] 2.941246 2.80707973 1.2335902
#>     [447,] 2.947595 2.81582072 1.1522090
#>     [448,] 2.913882 3.13001575 1.0416581
#>     [449,] 2.898538 2.94290333 1.0960656
#>     [450,] 2.922117 2.91546005 1.1054682
#>     [451,] 2.955032 2.98924563 1.0169145
#>     [452,] 2.990457 2.12794081 0.9704589
#>     [453,] 3.008080 2.24028046 1.0409234
#>     [454,] 3.017968 2.39926224 0.9913432
#>     [455,] 3.006859 2.43825683 1.1765237
#>     [456,] 2.997921 2.74987342 1.0618369
#>     [457,] 2.988746 2.33307232 0.9890469
#>     [458,] 2.973059 2.36292977 1.0579190
#>     [459,] 2.966620 2.37575890 0.9436993
#>     [460,] 2.984105 2.31311979 0.9065969
#>     [461,] 2.994891 2.15292489 1.0232606
#>     [462,] 2.987079 2.22142442 0.8920980
#>     [463,] 2.998208 2.01606266 1.1288892
#>     [464,] 3.018708 2.06052552 1.0544715
#>     [465,] 3.019317 1.50030136 1.1160554
#>     [466,] 3.080769 0.79944383 1.3285373
#>     [467,] 3.082385 1.31534833 1.2380430
#>     [468,] 2.993065 2.13951379 0.9168912
#>     [469,] 2.981961 2.41693219 1.0826516
#>     [470,] 3.009098 2.28247319 1.0470913
#>     [471,] 3.002005 2.08793343 0.8417928
#>     [472,] 2.982233 2.42400494 0.8820739
#>     [473,] 2.955380 2.90410198 1.1420505
#>     [474,] 2.911189 3.14283111 1.1168571
#>     [475,] 2.965192 2.49532576 1.1463370
#>     [476,] 2.991397 2.04126834 0.7720327
#>     [477,] 2.997795 2.20855062 1.0489378
#>     [478,] 3.005511 2.17940603 0.9852036
#>     [479,] 3.023698 1.86241207 0.7815119
#>     [480,] 2.972031 2.31910907 1.1596186
#>     [481,] 3.034366 1.66368202 0.9186192
#>     [482,] 3.019564 1.94760017 0.7024142
#>     [483,] 2.976355 2.55870048 1.0956024
#>     [484,] 3.016212 1.97405274 0.9567778
#>     [485,] 2.961740 2.74474067 0.7905445
#>     [486,] 2.972801 2.36358533 0.8594223
#>     [487,] 3.003923 2.01153777 0.8689265
#>     [488,] 3.029530 2.04865834 0.8855069
#>     [489,] 2.975882 2.66898837 0.8395677
#>     [490,] 2.935703 2.98657430 1.1478823
#>     [491,] 2.906924 3.37848384 1.0779168
#>     [492,] 3.093774 0.88217766 1.2674989
#>     [493,] 3.032343 1.77102663 1.0393788
#>     [494,] 3.008964 2.03003449 0.9825239
#>     [495,] 3.017897 1.73992683 0.9810995
#>     [496,] 2.960587 2.54692363 0.8139902
#>     [497,] 2.967140 2.39324982 0.9667978
#>     [498,] 3.003505 2.18456917 0.8418766
#>     [499,] 2.994899 2.19137651 0.8026603
#>     [500,] 2.995230 2.25292711 0.7755755
#>     [501,] 3.013248 1.70402129 0.8833916
#>     [502,] 3.035395 2.18980800 0.9710000
#>     [503,] 3.038664 1.64211901 0.9012915
#>     [504,] 3.022452 1.66466033 1.1967831
#>     [505,] 3.014115 1.77655628 1.0612436
#>     [506,] 3.010141 1.90062880 0.7820199
#>     [507,] 3.030743 1.78980675 0.7768523
#>     [508,] 3.030743 1.78980675 0.7768523
#>     [509,] 3.031917 1.77363561 1.2882582
#>     [510,] 3.034516 1.75847657 1.2545962
#>     [511,] 3.040533 1.83424361 0.9152424
#>     [512,] 3.079299 1.50312006 1.1261399
#>     [513,] 3.025488 1.64389062 1.1382326
#>     [514,] 3.067159 1.46226489 0.9535461
#>     [515,] 3.037062 1.63165407 1.0167901
#>     [516,] 3.000185 1.92958194 1.0705917
#>     [517,] 3.026649 2.01468355 0.9464255
#>     [518,] 2.963682 2.60122162 0.8204537
#>     [519,] 3.002288 2.26394021 1.2138119
#>     [520,] 2.988808 2.13079555 0.7491259
#>     [521,] 3.013775 2.19658888 0.8940058
#>     [522,] 3.006537 1.73060013 0.9855324
#>     [523,] 3.033057 2.10538462 0.9202316
#>     [524,] 3.026700 2.04937544 0.9136381
#>     [525,] 2.987336 2.13061492 0.8372623
#>     [526,] 3.050273 1.76843554 1.0790816
#>     [527,] 3.018307 2.04492667 0.8519722
#>     [528,] 2.975141 2.37284307 0.8552341
#>     [529,] 3.051022 1.61485412 1.0247711
#>     [530,] 3.047982 1.52983852 0.9611071
#>     [531,] 3.038554 1.56953177 0.9756549
#>     [532,] 3.018480 2.24976061 1.0365583
#>     [533,] 2.994146 1.91419222 0.7662864
#>     [534,] 3.059810 1.82090542 0.9307101
#>     [535,] 2.984654 2.63331605 1.1138811
#>     [536,] 2.948798 2.59605096 0.7249866
#>     [537,] 3.015603 2.28092721 1.6945257
#>     [538,] 3.022697 2.00834219 1.6167415
#>     [539,] 3.023303 2.35240091 1.6490430
#>     [540,] 3.004092 2.19329091 1.5683027
#>     [541,] 3.010524 1.97363851 1.4717303
#>     [542,] 3.153974 0.65466205 1.6262383
#>     [543,] 3.080039 0.86792356 1.2386242
#>     [544,] 2.978615 2.06908415 0.8070161
#>     [545,] 2.983524 2.27284944 0.8098290
#>     [546,] 2.971641 2.55048668 0.7057171
#>     [547,] 2.957073 2.59720852 0.9821506
#>     [548,] 2.972131 2.83090339 0.8960106
#>     [549,] 2.961948 2.78726262 0.9201591
#>     [550,] 2.946035 2.64912140 0.9531859
#>     [551,] 2.948089 2.80168000 0.9728891
#>     [552,] 3.064613 1.49971601 0.9775564
#>     [553,] 3.036858 1.83124688 1.0330346
#>     [554,] 3.020272 1.99969456 1.2463184
#>     [555,] 2.962276 2.66195433 0.7436826
#>     [556,] 2.958977 2.66507534 0.8147186
#>     [557,] 2.960518 2.65033422 0.8548683
#>     [558,] 2.947965 2.70370649 1.0179531
#>     [559,] 3.032138 1.90870678 0.9279392
#>     [560,] 3.006263 2.01671491 1.1596885
#>     [561,] 3.004977 1.85522792 1.0994097
#>     [562,] 3.006211 2.26575666 1.2280778
#>     [563,] 3.047598 1.45752646 0.8104111
#>     [564,] 3.007288 2.20545516 0.7917824
#>     [565,] 3.010962 2.41767079 0.9818712
#>     [566,] 2.981507 2.13806922 0.8531167
#>     [567,] 2.981507 2.13806922 0.8531167
#>     [568,] 2.981408 2.08943735 0.8506644
#>     [569,] 3.009469 2.01887551 1.0241347
#>     [570,] 3.004965 2.19071541 0.9884236
#>     [571,] 3.023082 2.34736183 0.8565727
#>     [572,] 2.969517 2.27614608 0.6932434
#>     [573,] 2.997020 2.08772236 0.6666621
#>     [574,] 2.997020 2.08772236 0.6666621
#>     [575,] 2.997020 2.08772236 0.6666621
#>     [576,] 2.938951 2.77080391 1.2236623
#>     [577,] 2.963111 2.78348283 1.3529042
#>     [578,] 2.975847 2.34954778 1.2591362
#>     [579,] 3.032988 2.07893920 1.0445497
#>     [580,] 3.028836 1.87428512 0.9749442
#>     [581,] 2.981254 2.13136897 0.8417003
#>     [582,] 2.971993 2.58700932 1.0638825
#>     [583,] 3.010123 1.82566572 0.9864515
#>     [584,] 3.003449 2.29778448 0.9674763
#>     [585,] 2.967480 2.42632252 0.7153340
#>     [586,] 2.971583 2.28407942 1.2650611
#>     [587,] 3.055875 1.34197712 0.9272923
#>     [588,] 3.055177 1.77660958 0.8919666
#>     [589,] 3.009743 1.91135707 1.1700100
#>     [590,] 3.006091 2.36294083 0.9311752
#>     [591,] 3.015746 1.82117474 0.9580274
#>     [592,] 3.013650 2.07148131 0.8582327
#>     [593,] 3.043380 1.73912782 0.8024730
#>     [594,] 2.985741 2.40958567 0.9642929
#>     [595,] 3.058791 1.64872215 0.8091729
#>     [596,] 3.031749 1.63888869 0.8245929
#>     [597,] 3.071281 1.37327462 1.1678039
#>     [598,] 3.069383 1.39916188 0.8892755
#>     [599,] 3.077941 1.68244585 0.8279736
#>     [600,] 3.080930 0.85762172 0.8308430
#>     [601,] 3.107580 1.04332582 0.8759018
#>     [602,] 3.043343 1.62645546 1.0450440
#>     [603,] 3.052792 1.24622670 1.0789551
#>     [604,] 3.075433 1.61120251 0.9674421
#>     [605,] 2.956019 2.71110458 0.8901010
#>     [606,] 3.026328 2.14547715 0.9391190
#>     [607,] 2.982977 2.22189367 0.8348255
#>     [608,] 3.027903 1.96450095 0.9067205
#>     [609,] 3.038597 2.04152990 0.8261741
#>     [610,] 3.088045 1.31546967 1.1860616
#>     [611,] 3.086555 0.95636131 1.2295646
#>     [612,] 2.890936 3.08720953 1.3285751
#>     [613,] 2.940416 3.22962866 1.3440389
#>     [614,] 3.068601 1.45269661 1.0979163
#>     [615,] 3.057345 1.39938506 1.1067259
#>     [616,] 2.928080 2.89442092 1.6195815
#>     [617,] 2.930173 2.90960777 1.3797934
#>     [618,] 2.922344 3.04080414 1.4465094
#>     [619,] 2.989937 2.87739108 1.3183073
#>     [620,] 2.997178 1.63894179 1.0783579
#>     [621,] 3.011103 2.48732730 0.8888699
#>     [622,] 2.988321 1.74392511 0.9776796
#>     [623,] 3.004077 2.24378506 0.9509014
#>     [624,] 3.013428 2.31587197 0.9532826
#>     [625,] 3.010242 1.53100481 0.9860739
#>     [626,] 3.039152 1.85025905 0.9332482
#>     [627,] 2.965064 2.49399587 0.7466274
#>     [628,] 2.985073 2.92652291 0.7804544
#>     [629,] 3.038160 2.44025799 1.0449371
#>     [630,] 3.011608 1.51153939 0.9570242
#>     [631,] 3.008407 2.17216304 0.8370476
#>     [632,] 3.008312 1.88847349 0.9151212
#>     [633,] 3.049135 1.51935820 0.9441645
#>     [634,] 3.047669 1.62656109 0.9860574
#>     [635,] 2.996824 2.18692417 0.8395110
#>     [636,] 2.973972 2.45358626 1.0514536
#>     [637,] 3.042901 1.80734614 0.9952871
#>     [638,] 3.040600 1.68346170 0.9903816
#>     [639,] 2.935680 2.99580124 0.8403769
#>     [640,] 3.023346 1.87485821 1.4504627
#>     [641,] 3.036572 1.88062151 1.3014172
#>     [642,] 3.065096 1.40704710 0.8796347
#>     [643,] 3.118877 1.03959525 1.0528805
#>     [644,] 3.059379 1.50451436 1.1840025
#>     [645,] 3.039123 1.62209636 0.8525531
#>     [646,] 3.014362 2.13347516 1.0616029
#>     [647,] 3.017930 1.46625857 1.0720214
#>     [648,] 3.079772 1.64942075 1.0910619
#>     [649,] 3.000969 2.74126664 1.0580267
#>     [650,] 3.036856 1.16629618 1.1646699
#>     [651,] 3.059338 1.57834190 1.0351042
#>     [652,] 3.053143 1.62276737 0.9280296
#>     [653,] 3.030024 1.60129635 0.9239033
#>     [654,] 3.030110 1.86264965 0.8999503
#>     [655,] 3.026354 1.88123623 0.8505916
#>     [656,] 3.012686 1.79553424 1.1865590
#>     [657,] 3.029047 2.72806277 1.1835523
#>     [658,] 2.955833 2.47227574 1.4319028
#>     [659,] 2.937888 3.25189423 1.3179021
#>     [660,] 2.967133 2.35017295 1.5445971
#>     [661,] 3.015041 2.19261839 0.9718538
#>     [662,] 3.015041 2.19261839 0.9718538
#>     [663,] 3.013863 2.08174932 0.8076024
#>     [664,] 3.098482 1.29990481 1.1636928
#>     [665,] 3.070053 1.09442473 0.9775967
#>     [666,] 2.990381 2.28509353 0.9224765
#>     [667,] 3.072648 1.10860905 1.4076442
#>     [668,] 3.141424 0.75097896 1.0564500
#>     [669,] 3.106520 0.64119055 1.3344112
#>     [670,] 3.037455 2.26770654 1.3324261
#>     [671,] 3.018492 1.69835994 0.8111591
#>     [672,] 3.024999 1.66926076 1.0518015
#>     [673,] 3.017553 2.09089710 0.9489943
#>     [674,] 3.004355 2.02955103 0.8067888
#>     [675,] 3.022603 1.97752159 1.0740373
#>     [676,] 2.987220 2.48420041 0.9157439
#>     [677,] 2.987220 2.48420041 0.9157439
#>     [678,] 3.037146 1.64882280 1.0245396
#>     [679,] 2.971591 2.42409623 0.9870883
#>     [680,] 3.014413 2.24860747 0.9408295
#>     [681,] 2.962946 2.79745807 1.2391681
#>     [682,] 2.946160 2.85920307 1.0163581
#>     [683,] 3.061243 1.70936103 0.7714350
#>     [684,] 3.006586 1.79619039 1.0137601
#>     [685,] 3.014379 1.78600832 1.0094303
#>     [686,] 3.014379 1.78600832 1.0094303
#>     [687,] 3.018437 2.05045398 0.8327759
#>     [688,] 2.972570 2.59580730 1.4193379
#>     [689,] 2.980858 2.54552328 1.4391070
#>     [690,] 2.991536 2.23761579 0.9579079
#>     [691,] 3.055689 1.85560591 1.2426483
#>     [692,] 3.077098 1.51206250 1.2322435
#>     [693,] 3.051628 1.31484489 1.3789188
#>     [694,] 3.081532 1.46678433 1.2456437
#>     [695,] 3.042041 1.53585471 1.2142460
#>     [696,] 3.050400 1.62880538 1.1638522
#>     [697,] 3.069913 1.18788363 1.1167009
#>     [698,] 3.063556 1.58424278 1.1045670
#>     [699,] 3.055373 1.17073454 0.9797600
#>     [700,] 3.034693 1.91606093 0.8071854
#>     [701,] 3.025921 1.59971326 0.8232087
#>     [702,] 2.920599 2.66119613 1.2274025
#>     [703,] 2.971690 2.92363048 1.1391689
#>     [704,] 3.025173 1.58420322 0.8878349
#>     [705,] 3.031812 2.10424011 0.9266386
#>     [706,] 2.976849 2.38127789 1.0172498
#>     [707,] 3.000364 2.15382677 0.8009263
#>     [708,] 3.009700 2.08018122 0.8795579
#>     [709,] 3.026893 1.99585949 0.9027027
#>     [710,] 3.001136 2.16529193 0.9181498
#>     [711,] 2.984923 2.24700149 0.9144703
#>     [712,] 2.986746 2.43509839 0.8567191
#>     [713,] 3.040802 1.58189752 0.9462616
#>     [714,] 3.048285 1.86025608 0.9993384
#>     [715,] 3.045403 1.77749350 1.0069132
#>     [716,] 2.977797 2.49124896 0.8674357
#>     [717,] 3.050965 1.53139366 0.9674053
#>     [718,] 3.057264 1.52620070 1.1836702
#>     [719,] 2.996185 2.26967799 0.7355070
#>     [720,] 2.982140 2.34199080 0.7586963
#>     [721,] 2.984422 2.57525103 0.7068352
#>     [722,] 2.970587 2.56816398 1.1069810
#>     [723,] 2.940713 2.42380541 1.1601327
#>     [724,] 2.994469 2.05139627 1.0024947
#>     [725,] 3.007027 2.16600491 1.0079459
#>     [726,] 3.009366 2.17974770 1.0465880
#>     [727,] 3.058482 1.39678853 0.9845110
#>     [728,] 3.067477 1.51232814 0.7867868
#>     [729,] 3.067477 1.51232814 0.7867868
#>     [730,] 3.067477 1.51232814 0.7867868
#>     [731,] 3.046934 1.68516594 1.0551302
#>     [732,] 3.007378 1.56489778 1.0146582
#>     [733,] 2.981656 2.85347462 1.1965310
#>     [734,] 2.914268 2.60821416 0.9428871
#>     [735,] 2.962027 3.11032491 0.9996274
#>     [736,] 2.926550 3.08111592 0.9482751
#>     [737,] 3.072562 1.33977160 0.9450183
#>     [738,] 3.080557 1.26194150 1.0099696
#>     [739,] 3.062891 1.53366942 1.1045149
#>     [740,] 3.014801 1.82347571 1.2384139
#>     [741,] 2.994366 2.24731454 0.9023169
#>     [742,] 2.958732 2.57127774 0.9582691
#>     [743,] 2.991695 2.35265158 1.0142190
#>     [744,] 2.978028 2.17098864 1.0893409
#>     [745,] 3.006500 2.27578344 0.8348548
#>     [746,] 2.975442 2.35302872 1.2410010
#>     [747,] 2.987296 2.46315304 1.4682014
#>     [748,] 2.980389 2.43477305 1.4403448
#>     [749,] 2.933669 2.89861851 1.4825096
#>     [750,] 2.943883 2.52063851 1.5103361
#>     [751,] 3.009917 2.46571497 1.3796049
#>     [752,] 3.043557 1.94171872 0.9928366
#>     [753,] 3.035169 2.14757910 1.2283023
#>     [754,] 3.001156 2.08827615 0.7772539
#>     [755,] 3.020167 1.96596898 1.0245759
#>     [756,] 3.009399 2.08259145 1.1203401
#>     [757,] 3.011463 1.97828616 0.9637327
#>     [758,] 2.950141 2.51602773 0.8746864
#>     [759,] 3.046552 1.64436277 1.1328017
#>     [760,] 2.961730 2.62719745 0.9884620
#>     [761,] 3.053265 1.66515877 0.8981366
#>     [762,] 3.054027 1.58185936 0.8701291
#>     [763,] 3.062164 1.33200804 0.9558641
#>     [764,] 3.054190 1.73906350 1.0421938
#>     [765,] 3.009304 1.89023425 0.8527848
#>     [766,] 3.058510 1.66614274 0.8131252
#>     [767,] 2.990266 2.24785553 1.0675608
#>     [768,] 3.058508 0.98335027 0.8830073
#>     [769,] 3.068429 1.18032143 0.8791407
#>     [770,] 3.069885 1.62362394 1.0342328
#>     [771,] 3.023084 2.11175717 0.7500871
#>     [772,] 3.084335 1.30192719 1.0419790
#>     [773,] 2.998517 2.30203953 0.8491730
#>     [774,] 2.966421 2.69443082 0.9279010
#>     [775,] 3.098759 1.16853010 1.0461132
#>     [776,] 3.042374 1.44168130 0.9106590
#>     [777,] 3.064252 1.65994084 0.7666393
#>     [778,] 3.037801 1.88821511 0.7772634
#>     [779,] 3.040644 1.85402225 0.7787653
#>     [780,] 3.033003 1.79451864 0.7889462
#>     [781,] 2.993965 2.06856893 0.9737731
#>     [782,] 3.047589 1.94974830 0.9025322
#>     [783,] 3.055958 1.75672556 0.9132745
#>     [784,] 3.010107 1.83126380 0.7464562
#>     [785,] 3.002480 1.98694290 0.9673765
#>     [786,] 2.982352 2.52193071 0.8183081
#>     [787,] 3.020980 1.69822131 1.0151075
#>     [788,] 3.012121 1.96561179 0.7865309
#>     [789,] 2.996739 2.23048056 0.9899986
#>     [790,] 2.986570 2.16131306 0.8389012
#>     [791,] 2.978462 2.64938530 0.9724143
#>     [792,] 3.043350 1.94781690 1.0247850
#>     [793,] 3.038227 1.67500965 1.0407001
#>     [794,] 3.004216 2.24670799 0.9936355
#>     [795,] 3.007480 2.09420854 0.8580728
#>     [796,] 3.006306 2.01358562 0.8439798
#>     [797,] 2.985957 2.43470573 0.7705179
#>     [798,] 2.981560 2.51271815 0.8893114
#>     [799,] 2.966551 2.64606523 1.0794273
#>     [800,] 2.922770 3.04531032 1.3444173
#>     [801,] 3.038973 2.09824679 1.4964733
#>     [802,] 3.048242 1.42009316 1.0668634
#>     [803,] 3.044148 1.78793462 1.0778132
#>     [804,] 3.000971 2.00268525 0.8043363
#>     [805,] 2.934016 2.81836034 1.0697909
#>     [806,] 2.929243 2.79666929 1.0597836
#>     [807,] 3.057948 1.15848391 1.1297661
#>     [808,] 2.953941 2.65118783 0.8449480
#>     [809,] 2.970714 2.80580437 0.8105164
#>     [810,] 3.035088 1.58668069 0.7972585
#>     [811,] 3.039572 1.70474279 0.8097354
#>     [812,] 3.018387 1.91427894 0.6871416
#>     [813,] 3.058665 1.26883457 1.3392188
#>     [814,] 3.053578 1.61272068 1.1614929
#>     [815,] 2.986471 1.98308232 1.1784110
#>     [816,] 2.990977 2.44131020 1.1250036
#>     [817,] 2.992727 2.55245583 1.0160676
#>     [818,] 2.980366 2.35033095 1.0448351
#>     [819,] 2.992393 2.57284894 0.8630425
#>     [820,] 2.986817 2.19852736 1.1034318
#>     [821,] 2.976432 2.30036137 1.1908080
#>     [822,] 3.015893 2.09525748 1.0450550
#>     [823,] 3.039826 1.81512273 1.0848040
#>     [824,] 3.030677 2.24587265 1.0546939
#>     [825,] 3.034200 1.67637062 1.0062180
#>     [826,] 3.036369 1.64177686 0.8176609
#>     [827,] 3.012113 1.87088609 0.8109268
#>     [828,] 2.999587 2.07419569 1.0662464
#>     [829,] 3.011782 2.14121786 1.2277192
#>     [830,] 3.032584 2.25747582 1.2166804
#>     [831,] 3.005411 2.14175036 1.1322302
#>     [832,] 3.030724 1.89433722 1.1410882
#>     [833,] 3.027593 1.81086541 1.1391832
#>     [834,] 3.052461 1.97369534 1.1458162
#>     [835,] 3.037228 1.50716626 1.0782732
#>     [836,] 3.100793 0.66407984 1.0092354
#>     [837,] 3.101788 0.77091120 0.9193405
#>     [838,] 3.099783 0.73039910 0.9268582
#>     [839,] 3.094954 0.69635053 0.9031985
#>     [840,] 2.957916 2.59418590 1.1615593
#>     [841,] 2.967619 2.62918960 1.0015754
#>     [842,] 2.967619 2.62918960 1.0015754
#>     [843,] 2.980212 2.63696634 1.0073507
#>     [844,] 2.994570 2.60519360 1.1928664
#>     [845,] 3.023025 1.82664376 0.8577873
#>     [846,] 3.004768 2.19499418 0.9876274
#>     [847,] 3.031346 1.75347680 1.0037485
#>     [848,] 2.977321 2.37651571 0.8455524
#>     [849,] 3.038515 2.14606152 1.1211707
#>     [850,] 2.913354 2.81441250 1.2328119
#>     [851,] 2.923513 2.75127144 1.1806765
#>     [852,] 3.006722 2.22247778 1.1700009
#>     [853,] 3.061335 1.36459149 1.0564287
#>     [854,] 3.034093 1.58349277 1.1565041
#>     [855,] 2.990861 2.08812946 0.9053027
#>     [856,] 3.008871 2.04603177 1.0571488
#>     [857,] 2.986122 2.39883744 0.7965166
#>     [858,] 3.063675 1.68225878 1.2085531
#>     [859,] 2.991531 2.02245891 1.6149590
#>     [860,] 2.974584 2.35297968 1.5078341
#>     [861,] 2.907846 3.12211896 1.3808150
#>     [862,] 2.971102 2.66619078 1.3780358
#>     [863,] 2.985312 2.34178153 1.1745879
#>     [864,] 3.031656 1.80335685 0.9083615
#>     [865,] 3.023127 1.87053977 0.7898741
#>     [866,] 2.993143 2.28440101 0.8904621
#>     [867,] 3.037842 1.53501719 0.9499818
#>     [868,] 3.010917 2.32876970 0.8543549
#>     [869,] 3.071833 1.47421390 1.2167092
#>     [870,] 3.067907 1.26289400 1.1886489
#>     [871,] 3.067603 1.28311002 1.1796715
#>     [872,] 3.075259 1.23073519 1.1468840
#>     [873,] 3.001739 1.88590463 0.8293880
#>     [874,] 3.043992 1.88008839 1.0190120
#>     [875,] 2.988532 2.10003356 0.8402104
#>     [876,] 2.998721 2.12799841 0.8769330
#>     [877,] 3.025514 2.25112720 1.1032492
#>     [878,] 3.029726 1.56401678 1.0267773
#>     [879,] 3.021072 2.37837401 1.1234380
#>     [880,] 2.983182 2.39560676 0.9412988
#>     [881,] 2.975058 2.39035150 0.9162505
#>     [882,] 2.999819 2.28686135 1.1864004
#>     [883,] 3.046491 1.48428290 1.2062893
#>     [884,] 3.076177 1.42611002 1.0341425
#>     [885,] 3.050731 1.60991840 0.9165152
#>     [886,] 2.971805 2.59482546 0.8948484
#>     [887,] 2.977970 2.69900329 0.8993857
#>     [888,] 2.971749 2.35769416 0.9496470
#>     [889,] 3.024364 1.99827727 0.8046739
#>     [890,] 3.021459 1.79544172 0.8669047
#>     [891,] 3.028137 1.83003873 0.8178657
#>     [892,] 3.004326 2.18569867 0.9597021
#>     [893,] 3.060472 1.78967912 0.9032000
#>     [894,] 2.965307 2.75045882 1.2901720
#>     [895,] 2.962539 2.66940848 0.8609069
#>     [896,] 3.042348 1.88690066 1.0704488
#>     [897,] 3.021455 1.86820868 1.0710677
#>     [898,] 3.046549 1.94624003 1.1438678
#>     [899,] 3.043120 1.11733549 1.0352615
#>     [900,] 3.098347 1.41153431 1.1734693
#>     [901,] 3.064337 1.78942649 0.9179534
#>     [902,] 2.993281 1.91663233 1.0057702
#>     [903,] 2.993281 1.91663233 1.0057702
#>     [904,] 3.009909 2.20421995 0.7882914
#>     [905,] 2.954903 2.47660474 0.8049297
#>     [906,] 2.980184 2.16809043 0.8887113
#>     [907,] 3.008996 1.76295841 0.6762132
#>     [908,] 2.974143 2.03054919 1.4484036
#>     [909,] 3.013298 2.38123057 1.4338604
#>     [910,] 2.955154 2.32670470 1.3741285
#>     [911,] 2.969405 2.62530206 1.1467113
#>     [912,] 3.009646 2.66783083 1.3055383
#>     [913,] 3.003349 2.78537320 1.3886609
#>     [914,] 2.951530 2.52294705 1.3395282
#>     [915,] 3.081291 1.34371697 1.3999248
#>     [916,] 3.067128 1.58118869 1.4022349
#>     [917,] 3.019398 1.82177121 0.7539539
#>     [918,] 3.019681 1.96784690 0.8548345
#>     [919,] 3.000642 2.19309281 0.8469076
#>     [920,] 3.044127 1.78526632 1.3567031
#>     [921,] 2.947387 2.73318003 1.1278212
#>     [922,] 2.980743 2.90344985 1.0875811
#>     [923,] 2.968843 2.83101241 1.0918740
#>     [924,] 2.933149 2.61820987 1.1525845
#>     [925,] 2.994145 1.89481163 0.7910861
#>     [926,] 2.981324 1.86314631 0.8720633
#>     [927,] 2.994370 2.12984064 0.8819308
#>     [928,] 3.055409 2.17266031 1.0867872
#>     [929,] 3.051615 2.18346996 1.0859465
#>     [930,] 3.000523 2.10556767 1.2694210
#>     [931,] 3.003355 2.37609712 0.9875367
#>     [932,] 3.003680 2.11083555 0.8575623
#>     [933,] 3.002253 2.22481498 1.0613043
#>     [934,] 3.025980 1.70826356 0.9159166
#>     [935,] 2.986389 2.53441010 1.0411298
#>     [936,] 2.986896 2.54053393 0.7749255
#>     [937,] 2.959131 2.50934807 0.6716369
#>     [938,] 3.029839 1.93018876 1.2396032
#>     [939,] 3.084295 0.95793984 1.0793984
#>     [940,] 3.112458 0.88906593 1.0904407
#>     [941,] 2.898594 3.27819944 1.0589973
#>     [942,] 2.906016 3.42281741 0.9776560
#>     [943,] 2.943860 2.81164161 1.0346384
#>     [944,] 2.938037 3.02663727 1.0428581
#>     [945,] 2.972499 2.30887360 0.9202090
#>     [946,] 3.047876 1.81211253 0.9049858
#>     [947,] 3.016058 1.89132191 1.0723540
#>     [948,] 3.033441 2.27836521 1.0781227
#>     [949,] 3.011896 2.08174669 1.0512390
#>     [950,] 2.994339 2.13228802 0.8188832
#>     [951,] 2.980721 2.70382415 0.9720477
#>     [952,] 3.036586 1.66010014 1.0740117
#>     [953,] 3.018888 1.89947404 1.0454238
#>     [954,] 3.009242 2.13093869 1.1896594
#>     [955,] 2.997011 2.12867636 1.0066579
#>     [956,] 3.023821 2.15006748 0.9773690
#>     [957,] 3.007675 1.93357070 0.8835367
#>     [958,] 3.028120 1.78407349 1.1016636
#>     [959,] 3.008840 1.99236044 0.6797035
#>     [960,] 3.024666 1.85910381 0.7594812
#>     [961,] 2.987463 2.16756290 0.8649091
#>     [962,] 2.960673 2.47283519 0.8508908
#>     [963,] 3.022575 1.86931198 0.9184557
#>     [964,] 3.004579 2.45259206 0.9659682
#>     [965,] 3.018691 1.82954364 0.8550993
#>     [966,] 2.985036 2.09644322 1.0449428
#>     [967,] 3.010474 2.19104760 1.0016092
#>     [968,] 2.942329 3.02398060 1.0099551
#>     [969,] 2.910104 3.25643863 0.9219339
#>     [970,] 2.925396 3.06401588 1.0490162
#>     [971,] 3.011623 1.82892163 0.8836888
#>     [972,] 3.018210 1.98310468 0.8468855
#>     [973,] 3.020596 1.91034102 0.9986811
#>     [974,] 3.027190 1.92682643 1.0465044
#>     [975,] 3.011574 2.17300058 0.9855374
#>     [976,] 2.992609 2.08175190 0.8587776
#>     [977,] 3.042819 1.50743277 0.9171770
#>     [978,] 2.983109 2.47433416 0.9491808
#>     [979,] 3.038955 1.65707864 0.8940919
#>     [980,] 3.049447 1.71922702 0.7988191
#>     [981,] 2.941828 2.68166241 1.3253204
#>     [982,] 3.002164 2.68106110 0.8605247
#>     [983,] 2.985399 1.89573873 0.9510320
#>     [984,] 3.001183 2.06859815 0.9203360
#>     [985,] 2.993698 2.40248922 0.9030849
#>     [986,] 3.085100 0.98732525 1.0534602
#>     [987,] 3.077372 1.18357838 0.9836169
#>     [988,] 3.060789 1.55912510 1.0838824
#>     [989,] 3.062078 1.21584572 1.1892903
#>     [990,] 2.947345 2.70620079 0.9993034
#>     [991,] 2.933727 2.78076235 0.8793729
#>     [992,] 2.942479 2.80139024 0.8791690
#>     [993,] 3.042129 1.80119880 0.8909168
#>     [994,] 3.029360 1.72441053 0.9051406
#>     [995,] 2.983869 2.29343573 0.8394246
#>     [996,] 3.066490 1.80085538 1.0689860
#>     [997,] 2.985831 2.04174631 0.8794469
#>     [998,] 3.012040 1.94041380 1.0897707
#>     [999,] 3.017238 2.02976685 0.8453657
#>    [1000,] 3.051341 1.66069002 0.9561136
#>    [1001,] 2.931277 3.17932118 1.1179699
#>    [1002,] 3.099879 0.95513425 1.1314932
#>    [1003,] 3.077751 1.36516645 1.1539883
#>    [1004,] 3.066583 1.12954205 0.8715289
#>    [1005,] 3.032129 1.52087172 1.2958579
#>    [1006,] 3.046983 1.52291250 1.2777357
#>    [1007,] 3.068669 1.48039630 0.7915600
#>    [1008,] 3.053772 1.29155696 0.7881381
#>    [1009,] 3.053537 1.32715028 0.8106620
#>    [1010,] 3.072891 1.43670941 0.8252312
#>    [1011,] 3.039805 1.59014456 1.1800629
#>    [1012,] 2.988599 2.20525904 0.9980942
#>    [1013,] 3.011363 2.24765169 1.2529187
#>    [1014,] 3.034696 1.83455204 0.6996233
#>    [1015,] 3.042892 1.59893707 0.7224767
#>    [1016,] 3.035248 1.79727072 0.7885080
#>    [1017,] 3.024303 1.93268614 0.8823893
#>    [1018,] 3.003786 2.05100392 0.9826397
#>    [1019,] 3.025640 1.95471216 0.9842023
#>    [1020,] 3.004748 1.94054671 0.8035933
#>    [1021,] 3.042360 1.67798262 0.8274968
#>    [1022,] 3.039638 1.52384131 1.0143041
#>    [1023,] 3.000448 2.02240799 0.7347981
#>    [1024,] 3.004639 2.04647787 0.7336817
#>    [1025,] 2.974293 2.56091067 1.0622336
#>    [1026,] 3.015976 1.81673572 0.9287190
#>    [1027,] 3.036327 1.89156773 0.8968038
#>    [1028,] 3.039368 1.57565080 0.9960177
#>    [1029,] 3.019237 1.92616547 0.8070471
#>    [1030,] 3.041542 1.67989176 1.0287414
#>    [1031,] 2.990051 2.34024902 1.0265502
#>    [1032,] 2.966740 2.53497382 0.8285956
#>    [1033,] 2.990872 2.53189477 0.9225679
#>    [1034,] 3.014171 2.04137457 0.9800198
#>    [1035,] 2.992244 2.20680980 1.2449354
#>    [1036,] 3.011034 2.00814880 1.1138241
#>    [1037,] 3.011973 1.81847654 0.9408157
#>    [1038,] 2.978186 2.22997869 0.7858131
#>    [1039,] 2.977222 2.48108815 0.8471304
#>    [1040,] 3.038989 1.76049966 0.8603769
#>    [1041,] 3.032838 1.81357227 0.7506173
#>    [1042,] 3.012996 1.99102048 0.8964572
#>    [1043,] 2.974092 2.69555125 1.1773090
#>    [1044,] 2.978641 2.73677534 1.2020813
#>    [1045,] 2.961789 2.48611490 1.1641708
#>    [1046,] 2.985171 2.63941768 1.1966610
#>    [1047,] 2.992766 2.30668120 1.0558938
#>    [1048,] 3.002816 2.24442625 0.7559317
#>    [1049,] 2.976465 2.49663937 0.8784452
#>    [1050,] 2.951462 2.70097198 0.9534637
#>    [1051,] 2.991641 2.01132096 0.9431340
#>    [1052,] 3.028140 1.98668301 1.1066031
#>    [1053,] 2.909120 3.34574505 1.1202414
#>    [1054,] 2.931560 3.52040665 1.1119090
#>    [1055,] 2.936859 2.93328459 1.3434950
#>    [1056,] 2.957088 2.63351377 1.3149940
#>    [1057,] 3.067336 1.56159350 1.4591044
#>    [1058,] 3.063554 1.32996167 0.8883490
#>    [1059,] 3.017287 1.70720483 1.1464718
#>    [1060,] 3.027870 1.50430011 1.1196487
#>    [1061,] 3.091938 1.40031786 1.0385065
#>    [1062,] 3.084085 1.33234683 1.0111890
#>    [1063,] 2.997686 2.30520959 0.8312320
#>    [1064,] 3.058203 1.59938651 1.0420879
#>    [1065,] 3.045915 1.72919763 0.8658378
#>    [1066,] 3.065738 1.68679195 0.8293835
#>    [1067,] 2.986883 2.43019954 0.9501398
#>    [1068,] 3.016869 1.70649322 1.0054813
#>    [1069,] 3.005603 2.18437174 0.9199327
#>    [1070,] 2.988650 2.46673664 0.7271005
#>    [1071,] 2.973304 2.67018593 1.6971336
#>    [1072,] 2.991350 2.57657300 1.5747787
#>    [1073,] 3.091872 0.87963329 1.6613384
#>    [1074,] 3.102438 0.72646304 1.6531916
#>    [1075,] 3.074793 1.04763719 1.3778240
#>    [1076,] 3.081041 1.66577043 1.2723960
#>    [1077,] 3.104277 1.40215578 1.2783481
#>    [1078,] 3.009364 1.65037779 1.0060451
#>    [1079,] 3.056156 1.68559995 1.1421018
#>    [1080,] 3.053314 1.42042676 1.2017422
#>    [1081,] 2.958657 2.53280958 1.2034958
#>    [1082,] 2.928331 2.99160277 1.1900398
#>    [1083,] 2.981151 2.41971313 1.0227914
#>    [1084,] 3.014318 1.87770667 0.9136123
#>    [1085,] 3.009473 2.00540274 0.8538812
#>    [1086,] 3.029651 1.75528301 0.8491637
#>    [1087,] 3.012070 1.88026249 0.7206241
#>    [1088,] 3.045174 1.35145388 0.9542462
#>    [1089,] 3.062153 1.48052371 0.9096288
#>    [1090,] 3.020865 1.88840841 0.9921431
#>    [1091,] 2.983104 2.13476148 1.0221364
#>    [1092,] 3.043706 1.87547492 0.9897560
#>    [1093,] 3.036832 1.54871851 1.0085533
#>    [1094,] 3.021070 1.64943555 1.0081460
#>    [1095,] 3.029484 1.73519447 0.9509804
#>    [1096,] 2.933494 2.47414512 1.1576616
#>    [1097,] 2.976112 2.87435489 1.2112850
#>    [1098,] 2.998893 2.20417863 1.1118075
#>    [1099,] 2.988529 2.00399903 1.1712142
#>    [1100,] 3.044865 2.00554233 1.2876850
#>    [1101,] 2.994380 2.59017877 0.8502139
#>    [1102,] 2.969830 2.12802153 1.3257776
#>    [1103,] 3.010319 2.24776340 1.3369792
#>    [1104,] 3.048096 1.54901239 0.8116016
#>    [1105,] 2.999050 2.08843742 0.8752560
#>    [1106,] 3.057089 1.40143528 1.0049636
#>    [1107,] 3.050494 1.59349084 1.0250574
#>    [1108,] 2.985860 2.43104711 1.1791266
#>    [1109,] 3.020495 1.81498183 1.4515534
#>    [1110,] 3.058682 1.84437234 0.7352287
#>    [1111,] 3.052500 1.74791895 0.7473306
#>    [1112,] 3.063889 1.64800938 0.7052980
#>    [1113,] 3.051520 1.50559673 0.8336551
#>    [1114,] 3.063312 1.48611120 0.9024102
#>    [1115,] 3.012441 2.05872160 1.0046800
#>    [1116,] 3.002540 2.09139591 0.9330537
#>    [1117,] 3.007194 2.11119839 0.9026695
#>    [1118,] 3.000999 2.28355179 0.6447752
#>    [1119,] 2.960813 2.12672766 1.0075858
#>    [1120,] 3.023266 2.18579454 1.1004849
#>    [1121,] 3.016850 2.23684233 1.1366475
#>    [1122,] 2.979131 2.37334405 0.7898285
#>    [1123,] 2.993503 2.50913187 1.0647748
#>    [1124,] 2.919372 2.83879391 1.3453075
#>    [1125,] 3.083430 1.23912541 1.1455412
#>    [1126,] 3.070847 1.34614018 1.1127258
#>    [1127,] 3.022984 1.77465257 0.8701253
#>    [1128,] 3.095258 1.25883907 1.1930299
#>    [1129,] 2.948710 2.42816197 0.8845125
#>    [1130,] 2.924249 2.77512228 1.0796550
#>    [1131,] 3.000398 1.87757226 0.9240072
#>    [1132,] 3.018143 1.55665897 0.9245472
#>    [1133,] 2.989325 2.33115390 0.7865515
#>    [1134,] 2.999500 2.19547504 1.0381753
#>    [1135,] 2.995996 2.18619504 0.8405052
#>    [1136,] 2.990028 2.41757801 1.1553906
#>    [1137,] 2.937334 2.78106230 1.0126479
#>    [1138,] 3.002663 2.21573202 1.1752356
#>    [1139,] 2.998882 2.11963651 0.9673449
#>    [1140,] 2.992580 2.22479369 0.9534645
#>    [1141,] 2.973698 2.55180834 1.0072268
#>    [1142,] 2.975034 2.64756994 1.0303230
#>    [1143,] 3.052908 1.70359102 1.2155265
#>    [1144,] 3.027924 1.71118338 1.2131360
#>    [1145,] 3.019558 1.90777225 0.9033284
#>    [1146,] 3.032885 1.66105385 0.9157931
#>    [1147,] 3.025322 2.01428872 0.9366720
#>    [1148,] 3.023498 1.77493165 1.0652956
#>    [1149,] 3.067390 1.62503756 0.9831530
#>    [1150,] 3.038716 1.86537039 1.0310139
#>    [1151,] 3.008481 2.18167333 0.7643001
#>    [1152,] 3.003110 2.19108277 0.8239204
#>    [1153,] 3.033217 1.88202409 0.9684270
#>    [1154,] 3.002967 1.78449515 0.9343697
#>    [1155,] 2.998811 1.76005319 0.9131216
#>    [1156,] 3.003469 2.47185460 1.1874474
#>    [1157,] 3.006118 1.88680359 1.1934913
#>    [1158,] 3.007642 2.59639976 1.0701784
#>    [1159,] 2.988906 2.37657959 0.9696752
#>    [1160,] 2.959489 2.49415777 0.8108357
#>    [1161,] 2.976290 2.57943645 0.7854949
#>    [1162,] 2.956606 2.42696455 1.0149149
#>    [1163,] 3.021441 1.68128996 0.8687945
#>    [1164,] 2.948594 2.96085456 1.0530206
#>    [1165,] 2.957570 2.83738582 1.0078861
#>    [1166,] 2.957789 2.92751292 0.9793553
#>    [1167,] 2.920989 2.74012043 1.0573105
#>    [1168,] 2.939918 2.93458449 1.1392987
#>    [1169,] 2.941297 2.83813850 1.1820349
#>    [1170,] 2.936336 2.89853008 1.2368084
#>    [1171,] 2.973320 2.40312573 0.7481474
#>    [1172,] 2.979289 2.45449385 1.2384619
#>    [1173,] 2.959215 2.12083505 1.1272882
#>    [1174,] 3.007235 2.38955650 1.0191257
#>    [1175,] 3.024922 1.78243726 1.0540459
#>    [1176,] 3.046801 2.03388931 1.1256836
#>    [1177,] 3.033075 1.53637499 1.1418302
#>    [1178,] 3.030367 1.94432526 0.7791978
#>    [1179,] 3.034252 1.95649487 0.8817399
#>    [1180,] 3.022262 1.74808000 0.8728146
#>    [1181,] 3.026268 1.81725850 0.7579905
#>    [1182,] 2.929567 3.00380610 1.0394308
#>    [1183,] 2.956032 2.28816451 0.8513371
#>    [1184,] 2.981085 2.38689149 0.8764989
#>    [1185,] 3.029614 1.84143898 1.0570886
#>    [1186,] 3.007705 2.05626102 0.7643567
#>    [1187,] 3.051881 1.68231224 0.7984405
#>    [1188,] 2.970975 2.63814459 1.2750776
#>    [1189,] 3.047096 1.58200393 1.2707006
#>    [1190,] 2.983214 2.19150193 0.9120954
#>    [1191,] 2.984515 2.44777076 0.8425927
#>    [1192,] 2.974476 2.26758293 0.8393316
#>    [1193,] 3.044699 1.69602610 0.9232099
#>    [1194,] 3.038039 1.58982418 0.9147414
#>    [1195,] 3.037555 1.65840184 0.8849395
#>    [1196,] 3.058668 1.61609322 0.8969666
#>    [1197,] 3.019803 1.90298496 0.7708466
#>    [1198,] 3.015229 1.93269740 0.8039494
#>    [1199,] 3.015767 2.00670394 0.8236308
#>    [1200,] 3.031949 1.91630559 0.9027093
#>    [1201,] 3.018571 2.09578858 0.8474668
#>    [1202,] 2.968087 2.63534515 0.9233269
#>    [1203,] 3.059787 1.63899606 1.0864174
#>    [1204,] 2.996158 2.37576740 1.2677495
#>    [1205,] 2.997916 2.43672489 1.3000681
#>    [1206,] 2.999424 2.07240337 0.8990124
#>    [1207,] 3.013677 2.23930647 1.1339044
#>    [1208,] 2.988252 1.96704376 1.1210379
#>    [1209,] 2.988197 2.32748920 1.2753679
#>    [1210,] 2.977084 2.03185219 1.1040446
#>    [1211,] 3.062723 1.88775397 1.3100825
#>    [1212,] 2.983174 2.00106505 1.4496389
#>    [1213,] 3.044980 2.22100994 1.3274656
#>    [1214,] 3.048583 1.36781426 1.5056656
#>    [1215,] 3.068333 1.41324606 1.4621693
#>    [1216,] 3.031840 1.29540020 1.3537009
#>    [1217,] 3.021688 1.25696754 1.2647009
#>    [1218,] 3.028901 1.26334718 0.7954120
#>    [1219,] 3.057964 1.92333829 1.0437672
#>    [1220,] 3.018287 1.80338621 0.8579902
#>    [1221,] 3.065040 1.72026887 0.8871254
#>    [1222,] 3.038448 2.06571194 1.0084374
#>    [1223,] 3.057251 1.63620370 0.9195776
#>    [1224,] 2.982696 2.45324677 0.9666573
#>    [1225,] 3.054876 1.55571463 0.9878740
#>    [1226,] 3.005465 1.89684579 0.6995417
#>    [1227,] 3.022784 2.21561496 0.8198803
#>    [1228,] 2.984328 2.22410293 1.0948039
#>    [1229,] 2.981176 2.45011862 0.9283761
#>    [1230,] 2.976640 2.49603446 0.9218811
#>    [1231,] 2.963655 2.39978901 0.8807877
#>    [1232,] 3.019530 2.19563254 0.9685566
#>    [1233,] 2.983229 2.24489911 0.8963390
#>    [1234,] 3.017360 2.13413914 1.0140711
#>    [1235,] 3.014879 2.18139894 1.0331738
#>    [1236,] 3.001129 1.90271769 1.0994235
#>    [1237,] 3.052027 1.65754168 1.2264227
#>    [1238,] 3.055095 1.63463674 1.2382285
#>    [1239,] 2.969186 2.45925729 0.8815493
#>    [1240,] 3.008196 1.93159191 0.9125320
#>    [1241,] 3.044596 1.80569700 0.7972234
#>    [1242,] 3.024046 1.82318860 0.7153348
#>    [1243,] 3.027222 1.90389628 0.7180137
#>    [1244,] 2.984933 2.62948703 1.2123687
#>    [1245,] 3.003905 2.37184391 0.7223370
#>    [1246,] 2.986946 2.64767487 1.2399184
#>    [1247,] 3.039151 2.01966493 1.2287189
#>    [1248,] 2.987689 1.85015672 0.9738764
#>    [1249,] 2.997024 2.31972128 0.9818980
#>    [1250,] 3.019906 2.27404345 0.8912500
#>    [1251,] 2.995385 2.09208955 0.8287754
#>    [1252,] 3.011597 1.89552266 1.1495020
#>    [1253,] 3.037618 1.58603124 0.7935665
#>    [1254,] 3.041517 1.60750616 0.7843215
#>    [1255,] 3.035992 1.94960230 1.2270535
#>    [1256,] 2.934914 2.78690100 0.7934795
#>    [1257,] 2.944143 2.74926610 0.9075839
#>    [1258,] 2.948041 2.90126503 0.9129458
#>    [1259,] 2.957791 2.45510101 1.0806197
#>    [1260,] 2.955438 2.54140856 1.0288080
#>    [1261,] 2.995315 2.21332205 0.7785548
#>    [1262,] 2.994061 2.25142100 0.8560662
#>    [1263,] 3.019298 1.91271339 0.8758096
#>    [1264,] 3.009624 1.94533123 0.9480896
#>    [1265,] 2.996116 2.12749717 0.9361047
#>    [1266,] 3.010606 2.33276064 1.0982594
#>    [1267,] 2.996188 2.33166770 1.1125365
#>    [1268,] 2.975238 2.21080283 1.0667570
#>    [1269,] 2.963517 2.74385242 0.9872957
#>    [1270,] 2.987781 2.23115689 1.2033685
#>    [1271,] 2.989313 2.30006609 1.1124585
#>    [1272,] 2.984631 2.34032147 1.1690747
#>    [1273,] 3.028705 1.86838042 0.7150353
#>    [1274,] 3.038297 1.96992926 1.0977027
#>    [1275,] 3.050505 1.29076868 0.8981218
#>    [1276,] 3.082402 1.47530556 0.9461321
#>    [1277,] 3.067621 1.37085792 1.0758839
#>    [1278,] 3.021040 1.92510339 0.9520308
#>    [1279,] 3.018649 1.94368256 0.9384466
#>    [1280,] 3.014739 2.22126179 0.8653556
#>    [1281,] 3.009059 1.80864190 0.9802719
#>    [1282,] 3.014163 2.17780053 0.8970004
#>    [1283,] 2.992853 2.08993967 1.0354278
#>    [1284,] 3.009754 2.09869018 0.8041549
#>    [1285,] 3.058445 1.52610587 0.8899977
#>    [1286,] 3.048991 1.59251058 1.0450119
#>    [1287,] 3.079747 1.72928863 1.0775129
#>    [1288,] 3.063435 1.42114094 1.0479076
#>    [1289,] 3.055730 1.24628097 1.0293516
#>    [1290,] 3.020139 1.72036647 0.7762354
#>    [1291,] 3.012780 2.17510242 1.1279334
#>    [1292,] 2.980506 2.25810698 1.2451349
#>    [1293,] 2.986804 2.03719941 1.3168845
#>    [1294,] 2.973828 1.82057470 1.2489158
#>    [1295,] 2.997129 2.10846394 1.2858973
#>    [1296,] 3.007374 2.10195862 0.9280788
#>    [1297,] 2.993965 2.10390984 0.8528267
#>    [1298,] 3.008664 1.85965476 1.2482842
#>    [1299,] 3.010724 1.78588092 0.9225261
#>    [1300,] 3.022522 1.77564104 1.2818817
#>    [1301,] 2.989745 2.25200246 0.9958481
#>    [1302,] 3.033135 1.79550342 1.3280229
#>    [1303,] 3.080156 1.42209530 1.1834996
#>    [1304,] 3.062219 1.24249928 1.2704844
#>    [1305,] 3.049614 0.91373364 1.2263037
#>    [1306,] 3.066552 1.15089438 0.9489233
#>    [1307,] 3.062023 1.55710641 1.0434772
#>    [1308,] 3.047412 1.39148702 1.1157719
#>    [1309,] 2.929479 3.58158909 1.0263858
#>    [1310,] 2.881976 3.47076226 1.4190573
#>    [1311,] 3.095092 0.78064516 1.2473233
#>    [1312,] 2.895768 3.19481643 1.2121561
#>    [1313,] 2.911595 3.06907974 1.0904962
#>    [1314,] 2.940661 2.52158598 0.9686552
#>    [1315,] 3.021483 2.28220276 0.9408297
#>    [1316,] 2.981829 2.57074637 0.8905964
#>    [1317,] 2.972367 2.30628936 1.0067333
#>    [1318,] 2.990720 2.35715316 0.9670618
#>    [1319,] 2.990720 2.35715316 0.9670618
#>    [1320,] 3.004887 2.22583292 0.8213084
#>    [1321,] 2.998954 1.98606343 0.8315767
#>    [1322,] 3.015187 2.24755242 0.9593264
#>    [1323,] 2.975138 2.29685052 1.0314504
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#>    [1647,] 3.030244 1.49401510 0.8409378
#>    [1648,] 2.997951 2.48996029 1.2294198
#>    [1649,] 2.947281 2.51591343 1.3207091
#>    [1650,] 2.988235 2.59822199 1.4275136
#>    [1651,] 2.974419 2.33448943 1.5336163
#>    [1652,] 2.947890 2.76876830 1.1183450
#>    [1653,] 2.977605 2.63787630 0.9798910
#>    [1654,] 2.963007 2.38989613 0.9804394
#>    [1655,] 3.009582 2.27295505 0.9579359
#>    [1656,] 3.021310 1.54099203 1.1016632
#>    [1657,] 3.044464 2.04448239 0.8944319
#>    [1658,] 3.035751 1.86382383 0.9860383
#>    [1659,] 3.035751 1.86382383 0.9860383
#>    [1660,] 2.980300 2.55750711 1.3177769
#>    [1661,] 3.037908 1.99255146 1.1860688
#>    [1662,] 2.971125 2.37152368 1.1011613
#>    [1663,] 3.035299 1.92407304 0.9807095
#>    [1664,] 2.971841 2.56121908 0.7300757
#>    [1665,] 2.967706 2.55458941 0.8641532
#>    [1666,] 3.016154 2.03639179 0.8583524
#>    [1667,] 2.952150 2.61901952 1.0640061
#>    [1668,] 3.056970 1.66871305 0.9811807
#>    [1669,] 2.987901 2.03997172 1.1021282
#>    [1670,] 3.035165 1.96969157 0.8771767
#>    [1671,] 3.060614 1.68472572 0.8806103
#>    [1672,] 2.950146 2.42146587 1.0167478
#>    [1673,] 2.943900 2.76349943 0.9114363
#>    [1674,] 2.994987 2.02721341 1.3928736
#>    [1675,] 2.968467 2.52993758 1.6608065
#>    [1676,] 3.056992 1.52596675 1.2746083
#>    [1677,] 3.032053 1.61897246 0.7969866
#>    [1678,] 3.021153 1.76564792 0.8942791
#>    [1679,] 2.968167 2.08543099 0.9862689
#>    [1680,] 2.973278 2.36370183 1.1318234
#>    [1681,] 3.025168 2.11031044 0.7426214
#>    [1682,] 2.996634 1.98705826 0.6899741
#>    [1683,] 2.996634 1.98705826 0.6899741
#>    [1684,] 2.974078 2.56016341 1.0340146
#>    [1685,] 2.969969 2.42231194 1.0903288
#>    [1686,] 2.983436 2.47701975 0.7651654
#>    [1687,] 2.980950 2.17678187 0.8839807
#>    [1688,] 2.991393 2.33751769 0.9277259
#>    [1689,] 3.039668 1.71033977 0.7017104
#>    [1690,] 2.937240 3.09119151 1.2449154
#>    [1691,] 3.029319 1.74214031 0.8223083
#>    [1692,] 3.056206 1.62239117 0.9773035
#>    [1693,] 2.940925 2.80591713 1.0967534
#>    [1694,] 2.958452 3.11790212 1.1042604
#>    [1695,] 2.988910 3.02447025 1.1721203
#>    [1696,] 2.988219 1.78165696 1.2662545
#>    [1697,] 3.010895 2.32227282 1.1019945
#>    [1698,] 2.984378 2.70517179 1.0620723
#>    [1699,] 3.022327 2.16136928 0.9429889
#>    [1700,] 3.021553 1.93316880 1.0345228
#>    [1701,] 3.013607 2.03509015 0.8069897
#>    [1702,] 3.035923 1.50596637 0.7928544
#>    [1703,] 3.039018 1.60093654 0.7905987
#>    [1704,] 3.035138 1.80887638 0.7800091
#>    [1705,] 3.028365 1.93047957 0.8424061
#>    [1706,] 3.014892 1.85246282 0.7104792
#>    [1707,] 3.027771 2.00239329 0.8148318
#>    [1708,] 3.039106 1.82245442 0.9104049
#>    [1709,] 2.998759 2.30020531 0.9572490
#>    [1710,] 3.003049 2.27496772 1.0307686
#>    [1711,] 2.961027 2.56619444 0.7627241
#>    [1712,] 2.961027 2.56619444 0.7627241
#>    [1713,] 2.975043 2.43828991 0.8074935
#>    [1714,] 2.978759 2.21975263 0.8414521
#>    [1715,] 3.007760 2.26731453 0.8258498
#>    [1716,] 3.100037 1.21717225 1.1538838
#>    [1717,] 3.121181 0.96831873 1.1407414
#>    [1718,] 3.082106 1.40084715 1.2386646
#>    [1719,] 3.027891 1.81154160 1.2061933
#>    [1720,] 2.977652 2.36029597 1.1617802
#>    [1721,] 2.972124 2.54718555 1.1569004
#>    [1722,] 2.931148 3.07309457 0.9693687
#>    [1723,] 2.934856 2.96077943 1.0976689
#>    [1724,] 2.950119 2.79873664 1.1747372
#>    [1725,] 3.010069 2.19623423 0.8057705
#>    [1726,] 2.985946 2.12166115 1.0280621
#>    [1727,] 2.968747 2.40090534 1.0420879
#>    [1728,] 2.987843 2.50754457 0.9606512
#>    [1729,] 3.037729 1.90787143 0.9517818
#>    [1730,] 3.027462 1.38572387 0.9610024
#>    [1731,] 3.020813 2.08487343 0.9383472
#>    [1732,] 3.040405 1.61337111 0.9053012
#>    [1733,] 2.977240 2.27672788 0.8837906
#>    [1734,] 3.013526 1.98234594 0.8238588
#>    [1735,] 2.982163 2.18657970 1.0633986
#>    [1736,] 3.001309 1.92096955 1.1375370
#>    [1737,] 3.008597 2.14357156 1.1561961
#>    [1738,] 3.006872 1.91910745 1.0531288
#>    [1739,] 3.022257 2.20855661 1.1792558
#>    [1740,] 2.996457 1.88756689 1.2058744
#>    [1741,] 3.084922 1.35341629 0.9511109
#>    [1742,] 3.044291 1.86188034 1.1142126
#>    [1743,] 2.986680 2.16685794 0.8395813
#>    [1744,] 2.964755 2.96434609 1.1946877
#>    [1745,] 2.947789 2.17739205 0.9753906
#>    [1746,] 2.952093 2.90251381 0.8736380
#>    [1747,] 2.983646 2.11180838 0.9851568
#>    [1748,] 3.044735 1.75470188 0.9173031
#>    [1749,] 2.986056 2.13059537 0.9315648
#>    [1750,] 3.005494 2.31395350 0.8560529
#>    [1751,] 2.995948 2.43033574 0.9428048
#>    [1752,] 2.957085 2.33320076 0.8758254
#>    [1753,] 3.039326 2.12332500 0.9968075
#>    [1754,] 3.008786 1.85588070 1.0920929
#>    [1755,] 3.023812 2.05406008 1.0142693
#>    [1756,] 3.007145 1.94093497 0.8136323
#>    [1757,] 3.019181 1.87573482 0.8191108
#>    [1758,] 2.952650 2.62249287 0.9337615
#>    [1759,] 3.071181 2.00601295 1.3725991
#>    [1760,] 3.068024 1.93984324 1.3371193
#>    [1761,] 3.063307 1.90393980 1.3095178
#>    [1762,] 2.970213 2.06466875 1.2965222
#>    [1763,] 2.967705 1.91821751 0.9919868
#>    [1764,] 2.986924 2.05738530 1.0043183
#>    [1765,] 3.001572 2.36657584 0.9643123
#>    [1766,] 3.009684 1.87759808 1.0269737
#>    [1767,] 2.969393 2.65250259 0.9692989
#>    [1768,] 3.018828 2.16668788 1.1709178
#>    [1769,] 3.010829 2.09366005 1.0931090
#>    [1770,] 2.996744 2.47835969 1.1640930
#>    [1771,] 3.018763 2.28317604 1.0656786
#>    [1772,] 2.974719 2.17009293 0.8596932
#>    [1773,] 2.973120 2.17004507 0.9021469
#>    [1774,] 3.034508 1.41895517 1.0089588
#>    [1775,] 3.021936 1.49281186 1.0615295
#>    [1776,] 3.044960 2.13007813 1.1819432
#>    [1777,] 3.014936 1.73176560 1.0883494
#>    [1778,] 2.921114 3.16779547 1.1427100
#>    [1779,] 3.005830 1.98647412 0.8538533
#>    [1780,] 3.041463 1.47009141 1.0674375
#>    [1781,] 3.031836 1.60295103 0.8371094
#>    [1782,] 3.011818 1.86836890 1.0853805
#>    [1783,] 2.894682 3.37519545 1.1352361
#>    [1784,] 2.953826 2.78978848 1.0617687
#>    [1785,] 3.005163 1.92497064 1.2035554
#>    [1786,] 2.930716 2.85987421 1.2412383
#>    [1787,] 2.959787 2.63981974 1.2677643
#>    [1788,] 2.938775 2.66149223 1.1129661
#>    [1789,] 2.932965 2.55002314 1.0835223
#>    [1790,] 2.932615 2.58845351 1.0916473
#>    [1791,] 2.989527 2.49329759 1.0843202
#>    [1792,] 2.973331 2.42464946 1.0379522
#>    [1793,] 2.961392 2.30808451 1.3424259
#>    [1794,] 3.043764 2.01889005 0.7978558
#>    [1795,] 2.995244 2.23380952 0.8841465
#>    [1796,] 3.021968 2.09301487 0.9070903
#>    [1797,] 2.981733 2.22206375 0.9043415
#>    [1798,] 3.004812 2.28872487 0.8081515
#>    [1799,] 3.039127 1.90079559 0.9144548
#>    [1800,] 3.028363 1.69642452 0.8148249
#>    [1801,] 3.050734 1.59518110 0.8648431
#>    [1802,] 3.058262 1.70967905 1.1232751
#>    [1803,] 3.020450 1.62579745 0.8762670
#>    [1804,] 3.042684 1.76696618 0.7933329
#>    [1805,] 3.046492 1.68134658 0.7731008
#>    [1806,] 3.021403 1.84833591 0.7174285
#>    [1807,] 3.042096 1.76456768 0.7171955
#>    [1808,] 2.978029 2.52984077 1.0410864
#>    [1809,] 2.943729 2.41859514 0.9416636
#>    [1810,] 2.944625 2.70933776 0.8687326
#>    [1811,] 3.072478 1.17049738 1.0444371
#>    [1812,] 3.098316 1.02631460 1.3648732
#>    [1813,] 3.099443 1.12630702 1.4648098
#>    [1814,] 3.127037 1.58958458 1.5322936
#>    [1815,] 3.031675 1.03325605 1.6792918
#>    [1816,] 3.117821 1.76831875 1.6414747
#>    [1817,] 2.999376 1.47408065 0.9840037
#>    [1818,] 3.001888 1.48447436 0.9939448
#>    [1819,] 3.042753 1.95545733 1.0259516
#>    [1820,] 2.975540 2.21151371 0.8516134
#>    [1821,] 3.001257 2.59579751 1.0626169
#>    [1822,] 3.094993 1.30325928 0.9316591
#>    [1823,] 3.083055 1.23471661 0.9267638
#>    [1824,] 3.071271 0.75589566 1.1817655
#>    [1825,] 3.087457 0.96208647 1.2276178
#>    [1826,] 3.044948 1.53724885 0.9090152
#>    [1827,] 3.059452 1.49204118 0.9927259
#>    [1828,] 3.052675 1.52381538 0.9588264
#>    [1829,] 3.059123 1.50533084 1.0127531
#>    [1830,] 3.068696 0.84876139 0.8578855
#>    [1831,] 3.090863 1.19248391 0.8521499
#>    [1832,] 3.087902 1.15962790 0.9524293
#>    [1833,] 3.006689 2.43537085 1.1122676
#>    [1834,] 2.982569 2.15372126 0.9815503
#>    [1835,] 3.050121 1.62192938 0.8893006
#>    [1836,] 3.041735 1.51752351 0.7539051
#>    [1837,] 3.039063 1.96661589 0.8954164
#>    [1838,] 2.999079 2.29738026 0.9427733
#>    [1839,] 2.991603 2.30351396 0.9708720
#>    [1840,] 2.999451 2.04459114 0.8260284
#>    [1841,] 3.052252 1.33840451 1.0680788
#>    [1842,] 3.084044 1.43637358 1.0506684
#>    [1843,] 2.970704 2.09921021 0.9612293
#>    [1844,] 3.046001 2.07259106 0.9993159
#>    [1845,] 2.988575 1.89247613 0.9152137
#>    [1846,] 2.995002 2.23075834 0.9259438
#>    [1847,] 3.032666 2.03992670 1.2220693
#>    [1848,] 3.096426 1.20464630 1.1118841
#>    [1849,] 3.067366 1.14503416 0.8981279
#>    [1850,] 3.045946 1.90082066 0.9202487
#>    [1851,] 3.063730 1.66972491 0.9777088
#>    [1852,] 3.053549 1.47854751 0.9556880
#>    [1853,] 3.022294 1.95526142 0.9395403
#>    [1854,] 3.034904 2.25606531 0.9395943
#>    [1855,] 2.985516 1.88445222 1.1263360
#>    [1856,] 3.031204 2.08461591 1.0126749
#>    [1857,] 3.011410 1.92636911 1.0246862
#>    [1858,] 3.019883 2.10401816 0.9383903
#>    [1859,] 3.017079 1.94139449 1.0704651
#>    [1860,] 3.007829 2.04207596 1.3237421
#>    [1861,] 2.989191 2.15998564 1.3886136
#>    [1862,] 2.956864 2.48213308 1.2396437
#>    [1863,] 2.992162 2.09581163 0.7372615
#>    [1864,] 2.991466 2.17687416 0.7703726
#>    [1865,] 2.980756 2.21136991 1.1405694
#>    [1866,] 2.997265 2.38216905 0.8031352
#>    [1867,] 2.981727 2.01339175 0.8209008
#>    [1868,] 3.002085 2.07775422 0.9194067
#>    [1869,] 3.007156 2.01157222 1.1093689
#>    [1870,] 3.034651 2.18723455 1.0567201
#>    [1871,] 2.954696 2.74466954 1.1398839
#>    [1872,] 2.923484 3.13852937 0.9559603
#>    [1873,] 2.920803 3.18305421 0.9169572
#>    [1874,] 2.920765 2.74993228 0.9629987
#>    [1875,] 2.936994 3.27204818 1.0234037
#>    [1876,] 2.958095 2.16652119 1.3383804
#>    [1877,] 2.978308 2.72347862 0.9742963
#>    [1878,] 2.991233 2.35285283 1.3055254
#>    [1879,] 2.977784 2.36654657 1.0107905
#>    [1880,] 2.982514 2.46639756 0.9477665
#>    [1881,] 3.006761 1.73250649 0.7657844
#>    [1882,] 2.962840 2.28601016 1.0170292
#>    [1883,] 2.983336 2.50700547 0.9695737
#>    [1884,] 3.004804 2.06873025 1.1491750
#>    [1885,] 3.001217 2.25416111 1.1384373
#>    [1886,] 2.998192 2.28552601 1.3784174
#>    [1887,] 2.969496 2.34984993 1.3104428
#>    [1888,] 2.993485 2.35799466 1.4166769
#>    [1889,] 2.929293 2.79681741 1.6131498
#>    [1890,] 2.966731 2.68314592 1.3417137
#>    [1891,] 2.970917 2.50675914 1.3046797
#>    [1892,] 2.964928 2.74168943 1.6489413
#>    [1893,] 2.979473 2.42123659 1.1639823
#>    [1894,] 2.976082 2.39122077 1.2109645
#>    [1895,] 2.941137 2.96056936 1.0414098
#>    [1896,] 2.983595 2.42227533 0.9334131
#>    [1897,] 3.013740 2.08716379 0.8214646
#>    [1898,] 3.024392 1.98605070 1.0027001
#>    [1899,] 2.957772 2.71096021 0.8118145
#>    [1900,] 2.971346 2.43359370 0.8543125
#>    [1901,] 3.066813 1.49654340 1.0933798
#>    [1902,] 3.025078 2.40227188 1.2666010
#>    [1903,] 3.018332 1.57301880 1.0179965
#>    [1904,] 3.014339 2.26691530 1.2710577
#>    [1905,] 2.960284 3.00344816 0.9662045
#>    [1906,] 3.041061 2.06964432 1.0629234
#>    [1907,] 3.016041 1.93256478 1.0095173
#>    [1908,] 3.006111 2.06462047 0.9680130
#>    [1909,] 2.975900 2.49255723 1.3481716
#>    [1910,] 2.962471 2.49956881 1.3069430
#>    [1911,] 3.002357 2.40278212 0.7262810
#>    [1912,] 2.986237 2.06344228 0.7158116
#>    [1913,] 3.020619 1.64640097 1.2754236
#>    [1914,] 3.031881 1.90204596 1.5658985
#>    [1915,] 3.043961 1.58145419 1.0856702
#>    [1916,] 3.015146 2.30554313 1.2213504
#>    [1917,] 3.025240 2.13433422 0.8434421
#>    [1918,] 2.980962 2.06399227 1.1488329
#>    [1919,] 2.998591 2.22946772 1.0293867
#>    [1920,] 2.992644 2.25686331 1.0258197
#>    [1921,] 3.022664 1.73124447 1.1301276
#>    [1922,] 3.018025 1.69960630 1.1384028
#>    [1923,] 3.056504 1.48578943 1.0769592
#>    [1924,] 3.028241 1.84681012 1.1219663
#>    [1925,] 3.041234 2.19064439 1.2349875
#>    [1926,] 3.057593 1.15970739 0.9796480
#>    [1927,] 3.026693 2.15075369 1.1708741
#>    [1928,] 3.043901 1.91594201 0.8883714
#>    [1929,] 3.001094 2.32090667 0.7643656
#>    [1930,] 2.988210 2.35477921 0.8339873
#>    [1931,] 3.005434 2.16664597 0.8946547
#>    [1932,] 3.038919 1.81667967 1.1756353
#>    [1933,] 2.937228 2.87311643 0.8671087
#>    [1934,] 2.956075 2.78376244 1.1239817
#>    [1935,] 3.019611 2.02586521 0.8542767
#>    [1936,] 3.001877 2.15066286 0.7027130
#>    [1937,] 2.996400 2.19088569 0.8907919
#>    [1938,] 3.040569 1.68447295 0.8223024
#>    [1939,] 2.993468 2.42604971 0.9298365
#>    [1940,] 3.012852 2.19471773 1.1544967
#>    [1941,] 3.065551 1.26732038 1.3013771
#>    [1942,] 3.069661 1.46334698 1.1229756
#>    [1943,] 3.087650 1.51180479 1.1358347
#>    [1944,] 3.058507 1.36352441 0.9602922
#>    [1945,] 3.039296 1.50770580 1.0513952
#>    [1946,] 3.049442 1.85333490 1.1613298
#>    [1947,] 3.020161 2.07950496 0.7687413
#>    [1948,] 2.964895 2.76982900 1.0783748
#>    [1949,] 2.994738 2.35089719 0.8162934
#>    [1950,] 2.990430 2.06323058 0.7881635
#>    [1951,] 2.998021 2.27947129 0.6671494
#>    [1952,] 2.990838 2.22079028 0.7368766
#>    [1953,] 3.090505 1.20491665 1.1632898
#>    [1954,] 2.966816 2.53052684 1.3051111
#>    [1955,] 2.926680 3.06045374 1.2124798
#>    [1956,] 2.947420 2.69690220 1.2231449
#>    [1957,] 3.044500 1.66872187 1.1135879
#>    [1958,] 3.031526 1.85792108 0.9809456
#>    [1959,] 3.020355 1.77849429 1.0576231
#>    [1960,] 3.093454 1.31237432 1.1447542
#>    [1961,] 3.048860 1.40278119 1.2146135
#>    [1962,] 3.018522 1.70475231 1.1909532
#>    [1963,] 3.086282 0.97054795 1.2104365
#>    [1964,] 3.054250 1.55229464 1.0753908
#>    [1965,] 3.007908 2.13924148 0.8903865
#>    [1966,] 2.999713 2.14884909 0.9834391
#>    [1967,] 3.029564 1.81193346 0.7654904
#>    [1968,] 3.024960 1.95596723 0.7473178
#>    [1969,] 3.050371 1.87701660 1.1951584
#>    [1970,] 3.034033 1.66812259 1.2051919
#>    [1971,] 3.055952 1.66484526 1.2736151
#>    [1972,] 3.090715 1.29927224 0.9760453
#>    [1973,] 3.047676 1.63216743 1.1506580
#>    [1974,] 3.024094 1.89731404 0.8090571
#>    [1975,] 3.040042 1.85164422 0.6291642
#>    [1976,] 3.037497 1.62958007 0.7222002
#>    [1977,] 3.007984 2.41966799 1.3671165
#>    [1978,] 2.971408 2.25338510 0.7081056
#>    [1979,] 3.004197 2.46070857 0.7824031
#>    [1980,] 3.049572 1.75983826 0.9247230
#>    [1981,] 3.027023 1.79745006 1.0850896
#>    [1982,] 2.982727 2.30449923 0.8732759
#>    [1983,] 2.994296 2.04821094 0.9130239
#>    [1984,] 3.004586 2.01677336 0.9756583
#>    [1985,] 3.037292 2.05712029 0.9645708
#>    [1986,] 2.952185 2.81671236 0.9721613
#>    [1987,] 2.967996 2.30620453 1.1265128
#>    [1988,] 3.032117 1.62129108 1.1770819
#>    [1989,] 3.048440 2.19220165 1.2861243
#>    [1990,] 3.008389 1.65403524 1.3666525
#>    [1991,] 3.054756 1.88449237 0.9978041
#>    [1992,] 3.028691 2.10443164 0.8173041
#>    [1993,] 3.031892 1.64404294 0.7937800
#>    [1994,] 3.000213 2.32654769 0.9207851
#>    [1995,] 3.019805 2.01073039 0.8344756
#>    [1996,] 3.048325 1.70281105 0.9246809
#>    [1997,] 3.048908 1.48255811 0.8300832
#>    [1998,] 3.082563 1.54457542 0.8552700
#>    [1999,] 3.043913 1.29047198 1.0005579
#>    [2000,] 3.089226 1.52013430 0.8599717
#>    [2001,] 3.016747 2.41251904 0.8522709
#>    [2002,] 2.981462 2.37724366 1.0958965
#>    [2003,] 2.960481 2.74164000 0.7983737
#>    [2004,] 2.938057 2.92561220 0.9030635
#>    [2005,] 2.978914 2.51806961 1.0592352
#>    [2006,] 2.998702 2.29715237 1.0897520
#>    [2007,] 3.012358 2.06256726 0.9897259
#>    [2008,] 3.032171 1.64475630 0.9259889
#>    [2009,] 3.045330 1.55654066 1.0164374
#>    [2010,] 3.055305 1.67018024 1.1670938
#>    [2011,] 2.934666 2.61839236 1.2682125
#>    [2012,] 3.002736 2.34694511 1.3679733
#>    [2013,] 2.964631 2.16791597 1.3248044
#>    [2014,] 3.054560 1.79895507 0.8145226
#>    [2015,] 2.999699 1.78951964 1.1923249
#>    [2016,] 3.027645 2.22826508 1.0195217
#>    [2017,] 3.007536 1.95657791 1.0487545
#>    [2018,] 2.991918 2.00668616 0.9617528
#>    [2019,] 2.994946 2.41950093 0.9523399
#>    [2020,] 2.950522 3.04174832 1.1293836
#>    [2021,] 2.978154 2.52211002 0.9216477
#>    [2022,] 3.021449 1.83550454 0.9836577
#>    [2023,] 3.032893 1.87256616 0.9259689
#>    [2024,] 2.997808 2.01566318 0.9465128
#>    [2025,] 3.010260 1.86508761 1.0846070
#>    [2026,] 2.998393 1.86114746 0.7727017
#>    [2027,] 3.021924 2.24757525 0.8313970
#>    [2028,] 3.014128 1.85413526 0.8935634
#>    [2029,] 3.040568 1.94380630 0.9320364
#>    [2030,] 3.002539 2.29325295 0.7895921
#>    [2031,] 2.970100 2.45185635 1.2307703
#>    [2032,] 3.021358 1.98808610 1.0189168
#>    [2033,] 2.977263 2.21642397 0.8499377
#>    [2034,] 2.992883 2.50375427 0.8995299
#>    [2035,] 3.006444 2.33801102 1.2791410
#>    [2036,] 2.984505 2.53076638 0.8873248
#>    [2037,] 2.975247 2.30909609 0.9134648
#>    [2038,] 3.032259 1.91683521 0.9898375
#>    [2039,] 3.024730 1.82381175 1.0143735
#>    [2040,] 3.022740 2.18457301 0.9476677
#>    [2041,] 3.009214 1.71045739 0.9934086
#>    [2042,] 3.034292 2.05871146 0.8783060
#>    [2043,] 3.001883 2.17462975 0.7912840
#>    [2044,] 2.989380 2.36952648 0.9938403
#>    [2045,] 2.978715 2.02125300 0.9518898
#>    [2046,] 2.962188 1.93173556 0.8943235
#>    [2047,] 3.000506 2.62199878 1.0949481
#>    [2048,] 2.958934 2.42123883 0.8698893
#>    [2049,] 3.085740 1.45406121 1.0241826
#>    [2050,] 3.073840 1.12262051 1.0873613
#>    [2051,] 3.090916 1.25589109 0.9200962
#>    [2052,] 3.030310 1.72258848 0.8343508
#>    [2053,] 3.027980 1.69658248 1.0341296
#>    [2054,] 3.024090 2.07370190 1.2269781
#>    [2055,] 3.050949 1.53330869 0.7653043
#>    [2056,] 3.055254 1.65852698 0.7715350
#>    [2057,] 3.045498 1.42424755 0.7086751
#>    [2058,] 3.049879 1.82331995 0.7987570
#>    [2059,] 3.029118 1.56558759 0.7930881
#>    [2060,] 3.026129 1.70912179 0.8128172
#>    [2061,] 2.981421 2.55283140 0.9664069
#>    [2062,] 3.018892 2.28267682 1.0761040
#>    [2063,] 2.983655 2.09353864 1.0338782
#>    [2064,] 3.034748 2.04518986 0.8589073
#>    [2065,] 2.996775 2.01595464 0.9825026
#>    [2066,] 3.008188 2.27300226 0.8365282
#>    [2067,] 3.018042 2.10165698 0.7855152
#>    [2068,] 3.015008 2.40784494 0.8510087
#>    [2069,] 2.992773 1.89098313 0.8273995
#>    [2070,] 2.997628 2.05774953 0.8596578
#>    [2071,] 2.959395 2.99330892 1.4919756
#>    [2072,] 2.929554 2.73143389 1.3296419
#>    [2073,] 2.966858 2.50889239 0.8110963
#>    [2074,] 2.966858 2.50889239 0.8110963
#>    [2075,] 3.003087 1.91562698 0.7556635
#>    [2076,] 2.990451 2.18804011 0.9338938
#>    [2077,] 2.997065 2.56269984 0.7987128
#>    [2078,] 2.983759 2.14181716 0.6440216
#>    [2079,] 2.985065 2.22359999 0.6977759
#>    [2080,] 2.997098 2.17696369 0.7637333
#>    [2081,] 2.995405 2.11794904 0.7903068
#>    [2082,] 3.005868 2.21527784 0.8582666
#>    [2083,] 3.005868 2.21527784 0.8582666
#>    [2084,] 2.991558 2.39231381 0.9350736
#>    [2085,] 2.998114 1.90617587 0.9669469
#>    [2086,] 3.027992 2.15621939 0.8996300
#>    [2087,] 3.038173 2.29304305 0.9545193
#>    [2088,] 2.994610 1.60477265 1.1005954
#>    [2089,] 3.014911 1.94303169 1.2605446
#>    [2090,] 2.984561 2.27519615 1.2357335
#>    [2091,] 3.006778 2.29494242 1.3434599
#>    [2092,] 2.992581 2.29567765 1.1081502
#>    [2093,] 2.974687 2.40894870 0.9139296
#>    [2094,] 3.034317 1.76407023 1.0200402
#>    [2095,] 3.027382 1.90747528 0.8106801
#>    [2096,] 3.019016 1.92966247 0.8427417
#>    [2097,] 3.019016 1.92966247 0.8427417
#>    [2098,] 2.989848 2.34612347 0.7578627
#>    [2099,] 3.042813 1.68962485 0.7888423
#>    [2100,] 3.051402 1.40373320 0.9330877
#>    [2101,] 2.986564 2.25938304 0.8647613
#>    [2102,] 2.982791 2.35404941 0.9365567
#>    [2103,] 2.978470 2.44889033 1.2759885
#>    [2104,] 2.996278 1.92216132 0.8838893
#>    [2105,] 2.968708 2.35772763 0.7117255
#>    [2106,] 3.011696 2.21447246 0.7975604
#>    [2107,] 2.979158 2.23814079 1.0750591
#>    [2108,] 2.991162 2.56989538 0.9895094
#>    [2109,] 2.959434 2.61843775 1.0130918
#>    [2110,] 3.031932 1.71684894 0.8227270
#>    [2111,] 3.020436 2.06647449 0.9533772
#>    [2112,] 3.024110 1.85825492 1.0288482
#>    [2113,] 3.020307 1.96192448 0.9175368
#>    [2114,] 2.991341 2.27798608 1.1010699
#>    [2115,] 2.953650 2.73149626 1.1092712
#>    [2116,] 2.937155 2.72322043 1.0987038
#>    [2117,] 2.953928 2.96209689 0.9671724
#>    [2118,] 3.072235 1.38928976 0.8867604
#>    [2119,] 3.080182 1.47058013 0.8117576
#>    [2120,] 3.079480 1.48899483 0.8293823
#>    [2121,] 3.054771 1.19918591 0.8210356
#>    [2122,] 3.049511 1.55345750 1.2298403
#>    [2123,] 3.039253 1.81801007 1.2976114
#>    [2124,] 3.037753 2.06142335 1.2537200
#>    [2125,] 3.031965 1.30511310 1.0534444
#>    [2126,] 2.994536 2.11426881 0.8701643
#>    [2127,] 3.011066 2.18785853 0.8888094
#>    [2128,] 3.053677 1.69754823 0.8757460
#>    [2129,] 3.070834 1.82720333 1.2820013
#>    [2130,] 2.997792 1.70707259 1.4044750
#>    [2131,] 3.006417 2.31141824 1.5509466
#>    [2132,] 2.964508 2.46270714 0.7064733
#>    [2133,] 3.048972 1.62264045 1.3181907
#>    [2134,] 3.036938 1.80221840 1.3641807
#>    [2135,] 3.038296 1.12316641 1.2591051
#>    [2136,] 3.102090 1.66140259 1.2590327
#>    [2137,] 2.979666 2.69053222 1.0551463
#>    [2138,] 2.954688 2.59867470 1.0824770
#>    [2139,] 2.974622 2.47815243 0.9292048
#>    [2140,] 3.140304 1.02333813 1.5826581
#>    [2141,] 3.069691 1.39745682 0.6684119
#>    [2142,] 3.049581 1.56487945 0.8850979
#>    [2143,] 3.018508 2.10939634 1.3694265
#>    [2144,] 3.035289 1.32818453 1.3469685
#>    [2145,] 3.026140 2.59236655 1.4293334
#>    [2146,] 3.036281 1.81295188 0.8187558
#>    [2147,] 3.080159 1.24355709 0.9638508
#>    [2148,] 3.001863 2.32142792 0.9000804
#>    [2149,] 2.989391 2.23690595 0.9235762
#>    [2150,] 3.003213 2.24168089 0.7920254
#>    [2151,] 3.017182 2.19701214 0.8331606
#>    [2152,] 2.979014 2.13866234 0.8904498
#>    [2153,] 2.972171 2.08690534 0.7540418
#>    [2154,] 2.940199 2.44803333 1.4490020
#>    [2155,] 2.996298 2.66706457 0.9327545
#>    [2156,] 3.011382 1.42047948 1.0963252
#>    [2157,] 2.997925 2.36952675 1.0565469
#>    [2158,] 3.006991 2.61176064 0.9917013
#>    [2159,] 2.980479 2.10702798 1.0980737
#>    [2160,] 3.051868 1.63971011 1.0273410
#>    [2161,] 3.009085 2.00548359 0.7814540
#>    [2162,] 3.055625 2.04844384 1.1979035
#>    [2163,] 3.021640 1.43814808 1.0004067
#>    [2164,] 3.070815 1.90113542 0.8818264
#>    [2165,] 3.055598 1.70406500 0.8772666
#>    [2166,] 3.036861 1.89096996 1.0905751
#>    [2167,] 3.010674 1.88140844 0.8250223
#>    [2168,] 3.017734 2.07646961 0.8333859
#>    [2169,] 3.046739 1.72834963 0.8648902
#>    [2170,] 3.038876 1.58566233 1.1962610
#>    [2171,] 3.056249 1.57902154 1.3960109
#>    [2172,] 3.064612 1.14352203 1.1201499
#>    [2173,] 3.076136 1.40226317 1.0453291
#>    [2174,] 2.929457 3.05533742 1.0674028
#>    [2175,] 2.902793 3.21673287 1.1331179
#>    [2176,] 2.881489 3.27414651 1.1287409
#>    [2177,] 2.934991 2.64549527 1.0338087
#>    [2178,] 3.034258 1.61914103 0.7834535
#>    [2179,] 3.012989 1.94852378 1.2427414
#>    [2180,] 2.977665 1.98655818 0.9913069
#>    [2181,] 3.038379 2.05144274 0.8913368
#>    [2182,] 3.031514 1.80989088 1.2137271
#>    [2183,] 2.972143 2.50877795 0.9261830
#>    [2184,] 2.972143 2.50877795 0.9261830
#>    [2185,] 3.026782 1.68260934 0.8744178
#>    [2186,] 2.991391 2.37317616 0.8975801
#>    [2187,] 3.047996 1.64785249 1.0585123
#>    [2188,] 3.038446 1.66673935 0.8978902
#>    [2189,] 2.949154 2.51224263 0.9739383
#>    [2190,] 2.964276 2.56572098 0.9466305
#>    [2191,] 2.984238 2.45340481 0.9911771
#>    [2192,] 2.984214 2.48863929 0.8275697
#>    [2193,] 3.038384 1.47893421 1.0224028
#>    [2194,] 3.028518 1.88328340 0.9108464
#>    [2195,] 3.047815 1.48483631 0.8696045
#>    [2196,] 3.059327 1.60437612 0.8752182
#>    [2197,] 2.949913 2.99283392 0.9467560
#>    [2198,] 2.952561 2.29141249 0.9164876
#>    [2199,] 3.021585 1.51618366 0.9320389
#>    [2200,] 3.064221 1.47783074 0.8354948
#>    [2201,] 2.938636 2.75897416 1.1256076
#>    [2202,] 2.952226 2.93040012 1.1726046
#>    [2203,] 3.004741 1.50625651 1.1631559
#>    [2204,] 2.936090 2.18579242 1.4142364
#>    [2205,] 3.014571 1.38701362 0.8045950
#>    [2206,] 3.037165 1.70326978 0.8204825
#>    [2207,] 2.981777 1.89690719 1.3536920
#>    [2208,] 2.994743 2.17697070 1.3666227
#>    [2209,] 2.953326 2.53966986 1.1471277
#>    [2210,] 3.048776 1.12996883 0.8815552
#>    [2211,] 3.103865 1.46402298 0.8579829
#>    [2212,] 3.066984 0.99916968 0.9573924
#>    [2213,] 3.043482 1.78658201 1.2513406
#>    [2214,] 3.033542 1.88538076 0.8307447
#>    [2215,] 3.082155 1.39668333 1.2488006
#>    [2216,] 2.976889 2.29909165 0.8063773
#>    [2217,] 3.040628 1.85908532 0.9758585
#>    [2218,] 3.038606 1.97687867 0.9935593
#>    [2219,] 3.022568 1.82465863 0.9490177
#>    [2220,] 2.977690 2.47793036 0.8759322
#>    [2221,] 3.027632 1.61890281 1.0109462
#>    [2222,] 3.016327 1.94806688 0.8558183
#>    [2223,] 3.037921 1.93262179 0.9281965
#>    [2224,] 2.990389 2.48906622 1.1251480
#>    [2225,] 2.986074 2.55249258 1.0182182
#>    [2226,] 3.022579 1.87344877 0.9073727
#>    [2227,] 3.022105 1.96189272 1.0360677
#>    [2228,] 3.036445 2.10428153 1.0976282
#>    [2229,] 3.042229 1.68606513 1.0463048
#>    [2230,] 3.049970 1.86446045 1.0038748
#>    [2231,] 3.020190 1.84878464 0.8898683
#>    [2232,] 2.961730 2.39699177 0.9891800
#>    [2233,] 2.990272 2.24323136 0.8144832
#>    [2234,] 3.020981 1.99249249 1.0039885
#>    [2235,] 2.992145 1.99857269 1.0452245
#>    [2236,] 3.000261 1.81145366 1.0232082
#>    [2237,] 3.002842 1.85554483 1.0379001
#>    [2238,] 2.993076 2.35077668 1.0294835
#>    [2239,] 2.978436 2.34370460 1.0796895
#>    [2240,] 2.987581 2.45976225 1.1227625
#>    [2241,] 2.961756 2.47282591 0.9683959
#>    [2242,] 2.963580 2.67627845 1.0458766
#>    [2243,] 3.012591 2.11072743 1.0187697
#>    [2244,] 2.974093 1.96144770 0.8192252
#>    [2245,] 3.007500 2.09778317 0.7939077
#>    [2246,] 3.000561 2.36096587 1.0043639
#>    [2247,] 3.032921 1.63801185 1.0727929
#>    [2248,] 3.053851 1.49616175 0.9054819
#>    [2249,] 3.073574 1.44375824 0.9250474
#>    [2250,] 3.071570 1.27499798 1.0248626
#>    [2251,] 3.024675 1.69585623 1.0308029
#>    [2252,] 3.011012 2.03884110 0.7528678
#>    [2253,] 2.982757 2.34242289 0.9291795
#>    [2254,] 3.008619 2.04369272 0.8671414
#>    [2255,] 2.992507 2.30185660 0.9651857
#>    [2256,] 2.961000 2.45448318 1.0206155
#>    [2257,] 2.971550 2.61958405 1.1028080
#>    [2258,] 2.986519 2.28973450 0.9570537
#>    [2259,] 2.984784 2.45611233 0.8754864
#>    [2260,] 3.041114 1.95561553 1.2595506
#>    [2261,] 3.063599 1.75534273 1.3622552
#>    [2262,] 3.018738 1.73398435 0.6969938
#>    [2263,] 3.031895 2.15277712 0.7738918
#>    [2264,] 3.070330 1.48943871 1.2199281
#>    [2265,] 3.024166 2.01537034 0.8905195
#>    [2266,] 3.050779 1.42503971 0.8322480
#>    [2267,] 3.066128 1.35440421 1.0290899
#>    [2268,] 3.015794 1.13999539 1.1595347
#>    [2269,] 3.045085 1.31837812 1.1015006
#>    [2270,] 2.948193 2.50381865 1.0678513
#>    [2271,] 2.970050 2.28334278 0.8542188
#>    [2272,] 2.973817 2.54437583 1.1558809
#>    [2273,] 2.966714 2.64399195 1.2044653
#>    [2274,] 2.979355 2.26671496 0.8304066
#>    [2275,] 3.010248 2.12693914 1.0084860
#>    [2276,] 2.984968 1.87041374 0.9254493
#>    [2277,] 3.051721 2.00347601 1.0419924
#>    [2278,] 3.050349 1.17959032 1.1070874
#>    [2279,] 3.074605 1.18308567 1.1057593
#>    [2280,] 3.023880 1.91623829 1.1262315
#>    [2281,] 2.994835 2.29769157 0.7506438
#>    [2282,] 2.996095 2.28233510 1.0428130
#>    [2283,] 3.064344 1.08281216 1.1789139
#>    [2284,] 3.051442 1.85835658 1.1876402
#>    [2285,] 2.986882 2.06113813 1.0312325
#>    [2286,] 2.973624 2.22185643 0.8345952
#>    [2287,] 2.985931 2.68405557 1.0174368
#>    [2288,] 3.082430 1.32064232 0.9375769
#>    [2289,] 3.065713 1.14835091 0.9103038
#>    [2290,] 3.057720 1.65623108 0.9299900
#>    [2291,] 3.019523 1.78622614 0.9265370
#>    [2292,] 3.000887 1.76161864 0.9435225
#>    [2293,] 2.980087 2.47568774 0.8917317
#>    [2294,] 3.017550 2.10543348 0.8587101
#>    [2295,] 2.978959 2.23441405 1.5629935
#>    [2296,] 3.007030 1.96638262 1.2894197
#>    [2297,] 3.042159 1.84297382 0.9779443
#>    [2298,] 2.985407 2.15171979 1.1819639
#>    [2299,] 3.005236 2.24502965 0.8703311
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#>    [2603,] 3.083716 0.78263181 1.0205330
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#>    [2605,] 3.002387 2.29025547 1.1444162
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#>    [2609,] 3.060381 1.40755649 0.9951693
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#>    [2618,] 3.000984 2.21439009 0.9666596
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#>    [2622,] 3.009957 2.12100671 1.1118463
#>    [2623,] 3.008004 1.87473277 1.1898629
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#>    [2642,] 2.921599 2.65068542 1.4517064
#>    [2643,] 2.906314 2.60830344 1.4769416
#>    [2644,] 3.053779 1.00361669 1.2199390
#>    [2645,] 3.080909 1.28397255 1.1771940
#>    [2646,] 3.118597 0.92580593 1.2479590
#>    [2647,] 3.086778 0.81588992 1.4559750
#>    [2648,] 3.091701 1.67268297 1.4534556
#>    [2649,] 2.968588 2.76601771 0.9719758
#>    [2650,] 2.939297 2.91542480 0.8954688
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#>    [2653,] 2.916791 3.12603141 0.9667961
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#>    [2688,] 3.035707 1.86238278 1.1824005
#>    [2689,] 3.028684 1.92894874 0.7604495
#>    [2690,] 3.020138 1.80769228 0.8153982
#>    [2691,] 2.966201 2.22065686 1.0038980
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#>    [2693,] 3.000834 2.48828648 1.1105866
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#>    [2703,] 3.015832 1.72912359 0.9147092
#>    [2704,] 3.015832 1.72912359 0.9147092
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#>    [2707,] 2.944693 2.76941510 0.9683883
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#>    [2712,] 3.036832 1.75936836 0.8712135
#>    [2713,] 3.043114 1.76427881 0.9503928
#>    [2714,] 2.995815 2.26156328 0.9616106
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#>    [2716,] 3.027223 1.34203694 1.0637974
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#>    [2719,] 3.014138 2.14506506 0.7071224
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#>    [2721,] 3.085951 1.09244342 0.9294964
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#>    [2725,] 2.967761 2.41188256 1.2267417
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#>    [2727,] 3.000190 1.96583489 0.8486204
#>    [2728,] 3.004523 2.28017135 0.9012286
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#>    [2730,] 3.026878 1.80311887 1.2483924
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#>    [2733,] 3.009374 2.30524367 1.1977447
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#>    [2736,] 2.980397 2.41801940 0.8760079
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#>    [2742,] 2.964397 1.97829883 1.4248948
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#>    [2744,] 2.989489 2.03424695 0.8884544
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#>    [2900,] 2.995549 1.95829872 0.9545987
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#>    [2911,] 2.985458 2.39634758 1.0969812
#>    [2912,] 3.009728 2.10290010 0.7572337
#>    [2913,] 3.042053 1.81976674 1.0336609
#>    [2914,] 3.004517 2.01905670 0.8965042
#>    [2915,] 2.960258 2.71695662 0.9085421
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#>    [2921,] 2.939522 2.95560271 0.8940521
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#>    [2925,] 2.974965 2.08638033 0.8934830
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#>    [2927,] 2.995908 2.16222791 0.9702532
#>    [2928,] 3.031399 1.86678859 0.8393101
#>    [2929,] 2.997180 2.01750894 0.9380424
#>    [2930,] 3.004717 2.25382994 0.9000524
#>    [2931,] 3.003821 1.97441684 0.8440711
#>    [2932,] 2.968183 2.74407176 1.1339402
#>    [2933,] 2.954933 2.54784887 0.9814819
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#>    [2935,] 2.948606 2.68010688 1.0399745
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#>    [2937,] 2.954994 2.44145846 1.0935087
#>    [2938,] 2.968308 2.26730027 0.9856226
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#>    [2942,] 3.035575 1.55324418 0.8994954
#>    [2943,] 3.038549 2.02150562 1.0896091
#>    [2944,] 3.056181 1.84722929 0.8060845
#>    [2945,] 3.043979 1.93728894 0.8693566
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#>    [3260,] 2.924583 2.87305091 0.9021297
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#>    [3262,] 2.908069 2.97887531 0.9220070
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#>    [3268,] 2.916362 2.96573653 0.8833261
#>    [3269,] 3.026216 1.68182580 1.0601191
#>    [3270,] 2.976567 2.77788384 1.0408202
#>    [3271,] 2.962676 2.34792348 1.1077651
#>    [3272,] 2.913366 3.05402590 0.9830447
#>    [3273,] 2.957247 2.86058157 0.9075920
#>    [3274,] 2.960390 2.82580720 1.1834160
#>    [3275,] 2.920364 2.81646899 1.0493454
#>    [3276,] 3.012134 1.90578359 0.8165489
#>    [3277,] 2.987090 2.12838672 0.8392301
#>    [3278,] 3.022529 1.93028305 0.9261272
#>    [3279,] 3.024511 1.99392735 0.8851764
#>    [3280,] 2.986542 2.46009738 0.9783976
#>    [3281,] 2.974978 2.46775486 1.0318650
#>    [3282,] 3.014615 2.08565301 0.8919512
#>    [3283,] 3.003766 1.95492332 0.7273450
#>    [3284,] 3.004661 2.11093581 0.7773919
#>    [3285,] 3.015983 1.79357910 1.0624225
#>    [3286,] 2.973145 2.29255992 0.8501704
#>    [3287,] 3.031186 1.55239691 1.2680645
#>    [3288,] 3.031144 1.63404775 1.1472860
#>    [3289,] 2.955263 2.62719568 0.8608613
#>    [3290,] 2.971937 2.55457716 1.0227881
#>    [3291,] 2.996880 2.16861360 0.8458457
#>    [3292,] 2.989244 2.35824751 1.0076511
#>    [3293,] 2.966250 2.73903589 0.8634926
#>    [3294,] 2.958530 2.50599129 1.2776623
#>    [3295,] 2.945686 3.18217322 0.9247904
#>    [3296,] 3.051988 1.99211375 1.0109090
#>    [3297,] 3.060001 1.29174200 0.8807143
#>    [3298,] 2.976855 2.33579410 0.9814434
#>    [3299,] 2.978855 2.21182988 0.8429473
#>    [3300,] 2.981471 2.13815988 1.3058600
#>    [3301,] 3.022819 2.18787112 0.9923566
#>    [3302,] 3.040211 1.89962574 0.9314366
#>    [3303,] 3.011819 1.81155041 1.0029725
#>    [3304,] 3.060516 1.52052152 1.1370396
#>    [3305,] 3.053107 1.57479553 1.0736304
#>    [3306,] 3.037406 1.84570946 0.8614985
#>    [3307,] 3.049443 1.59061955 0.7306284
#>    [3308,] 3.068522 1.37154259 0.7577425
#>    [3309,] 3.009859 2.14013839 0.9843443
#>    [3310,] 3.017788 1.87119600 0.8192582
#>    [3311,] 3.022194 1.99251620 0.8173351
#>    [3312,] 3.048971 1.44792206 0.9312665
#>    [3313,] 3.062055 1.60539961 0.9150111
#>    [3314,] 3.041437 1.76565602 0.8553248
#>    [3315,] 2.987304 2.36415267 1.1366591
#>    [3316,] 3.027296 1.82653858 0.7414655
#>    [3317,] 3.009076 1.84347944 0.7037967
#>    [3318,] 3.036425 1.99789203 1.1358951
#>    [3319,] 3.086874 0.93251584 0.9400679
#>    [3320,] 2.901193 2.83657187 1.1968174
#>    [3321,] 2.897768 2.79503442 1.1824868
#>    [3322,] 2.899591 3.22437552 0.9882608
#>    [3323,] 2.959325 2.69155583 0.9573112
#>    [3324,] 3.077281 1.35963392 0.8874814
#>    [3325,] 3.047905 1.84975769 0.9956923
#>    [3326,] 3.038673 1.50614729 0.8780535
#>    [3327,] 3.024089 1.80418231 1.0240687
#>    [3328,] 3.055657 1.73110205 0.8420358
#>    [3329,] 3.018463 2.18240842 0.9497120
#>    [3330,] 3.014652 1.63526758 0.9810935
#>    [3331,] 3.033104 1.38260884 0.9032720
#>    [3332,] 3.044134 1.67523404 0.8522124
#>    [3333,] 3.044615 1.61126654 0.9726820
#>    [3334,] 3.005086 2.16794219 0.9094479
#>    [3335,] 3.007214 2.22649676 0.8867285
#>    [3336,] 2.993249 1.96207429 0.7967958
#>    [3337,] 3.000460 1.96695681 0.8183468
#>    [3338,] 2.972043 2.71156151 1.0196333
#>    [3339,] 2.943795 2.43580395 0.8754209
#>    [3340,] 2.953000 2.55622829 0.9327056
#>    [3341,] 3.020422 1.95219810 0.9148020
#>    [3342,] 3.057732 1.81937614 0.9567507
#>    [3343,] 3.026055 1.47928180 1.1750852
#>    [3344,] 3.035350 2.08810538 0.8971533
#>    [3345,] 3.029758 1.79804457 0.8481556
#>    [3346,] 3.034014 1.77713405 0.8706270
#>    [3347,] 3.045472 2.03089030 0.9489844
#>    [3348,] 3.039396 1.86638027 0.8678161
#>    [3349,] 3.048423 1.74979207 1.0193730
#>    [3350,] 3.079240 1.79032575 1.0154346
#>    [3351,] 3.025926 1.67829026 0.9952407
#>    [3352,] 3.022190 1.82726032 0.9249329
#>    [3353,] 3.019704 2.21307829 0.9474543
#>    [3354,] 3.004118 2.15133617 0.9474446
#>    [3355,] 2.981466 1.96608089 1.0028615
#>    [3356,] 3.000723 2.28565574 0.9755292
#>    [3357,] 3.030694 2.01260897 0.8511686
#>    [3358,] 2.994197 2.01632361 1.1174708
#>    [3359,] 2.992914 2.11680810 1.2641831
#>    [3360,] 3.039852 1.72110351 1.2068022
#>    [3361,] 3.014308 1.94970512 1.1212997
#>    [3362,] 2.999878 2.08827280 1.0231245
#>    [3363,] 3.019937 1.88724589 0.8906412
#>    [3364,] 2.940987 2.81049548 0.9175462
#>    [3365,] 2.938052 2.96301338 0.8319590
#>    [3366,] 2.943124 2.83713810 0.7857003
#>    [3367,] 2.954111 2.69485880 0.9166401
#>    [3368,] 3.023889 1.98207084 1.0324910
#>    [3369,] 2.998133 2.21507810 0.7834672
#>    [3370,] 3.004399 2.05400059 0.9497533
#>    [3371,] 3.077971 1.02813582 1.0118520
#>    [3372,] 3.110641 1.02032196 1.1276398
#>    [3373,] 2.957383 2.71033075 0.7359643
#>    [3374,] 2.961348 2.52524609 0.8209689
#>    [3375,] 2.959970 2.58313501 0.8337752
#>    [3376,] 3.051673 1.70529135 1.1420541
#>    [3377,] 3.045199 1.75552186 0.9530980
#>    [3378,] 3.008023 1.98870283 0.9492619
#>    [3379,] 2.972370 2.56809964 0.9722169
#>    [3380,] 2.991787 2.39796595 1.1141820
#>    [3381,] 2.962208 2.47924294 1.1373839
#>    [3382,] 3.010935 2.45345564 1.0555572
#>    [3383,] 2.968405 2.35483177 1.0627310
#>    [3384,] 3.029522 1.82617096 1.3835587
#>    [3385,] 3.008459 2.08576301 0.7792151
#>    [3386,] 2.998044 2.04321062 0.7960344
#>    [3387,] 3.027562 1.78769141 1.0384708
#>    [3388,] 3.027094 1.80173322 0.8326856
#>    [3389,] 2.971618 2.45537804 0.9324090
#>    [3390,] 2.983538 2.58539397 0.8057595
#>    [3391,] 2.981260 2.41731039 1.0616087
#>    [3392,] 2.996063 2.21761255 0.8697209
#>    [3393,] 2.981194 2.05071905 0.8271753
#>    [3394,] 3.009009 1.76393568 0.8554331
#>    [3395,] 3.024206 2.21415122 0.9534235
#>    [3396,] 2.953079 2.47432213 1.2664124
#>    [3397,] 3.001137 2.33025608 0.8718127
#>    [3398,] 2.997903 2.12213373 0.9042584
#>    [3399,] 3.020604 1.83193548 0.8240291
#>    [3400,] 3.005369 2.26805606 0.9301080
#>    [3401,] 3.005454 1.97897333 0.9268945
#>    [3402,] 3.002809 2.11991898 0.8838169
#>    [3403,] 3.022756 2.08768569 0.8707947
#>    [3404,] 3.035311 1.39986783 0.9708271
#>    [3405,] 3.018365 2.33686822 0.9678156
#>    [3406,] 2.999241 1.79609457 0.8916236
#>    [3407,] 3.060170 1.87421958 1.1322641
#>    [3408,] 2.996084 1.85915582 0.9294761
#>    [3409,] 3.023182 1.90818629 1.0438344
#>    [3410,] 3.035402 1.37268231 1.1332581
#>    [3411,] 3.025762 1.57442689 1.4199462
#>    [3412,] 2.990362 1.96668206 1.4164440
#>    [3413,] 2.998497 2.21035111 1.0024481
#>    [3414,] 2.988447 2.38807414 0.8463583
#>    [3415,] 3.021985 2.00612144 0.9580540
#>    [3416,] 3.047041 1.64943899 0.9385563
#>    [3417,] 3.022445 1.95415704 0.9345795
#>    [3418,] 3.011306 1.61874676 0.9042930
#>    [3419,] 3.055511 1.69353652 0.8950842
#>    [3420,] 2.965483 2.38313219 1.0800900
#>    [3421,] 3.011183 1.70874593 0.8273114
#>    [3422,] 3.023141 1.68764783 1.1614867
#>    [3423,] 3.016048 1.64883250 1.1810629
#>    [3424,] 3.043769 1.59762740 1.0673538
#>    [3425,] 3.057887 1.62110792 1.1237408
#>    [3426,] 2.991193 2.37835914 0.7036010
#>    [3427,] 3.061107 1.67967511 1.1517279
#>    [3428,] 3.066642 1.65362678 1.1640835
#>    [3429,] 3.051233 1.38844868 1.1201622
#>    [3430,] 2.992332 2.35609798 0.9553625
#>    [3431,] 3.020731 2.17627943 0.8813552
#>    [3432,] 3.028376 1.58956467 1.1700780
#>    [3433,] 2.977901 2.16107448 0.9424047
#>    [3434,] 2.984251 2.34854340 1.0997478
#>    [3435,] 3.032908 1.83542949 0.7168724
#>    [3436,] 3.044069 1.68078936 1.1213904
#>    [3437,] 3.056453 1.72629555 1.2136343
#>    [3438,] 3.063829 1.24754586 1.1024936
#>    [3439,] 3.032554 1.62080198 0.8566039
#>    [3440,] 3.010772 2.23181708 0.8782281
#>    [3441,] 2.989915 2.43070977 1.1045365
#>    [3442,] 2.969829 2.35816030 0.8805305
#>    [3443,] 2.998313 2.54125586 0.8774695
#>    [3444,] 2.964317 2.74744769 1.1486552
#>    [3445,] 2.959624 2.62580698 1.1340626
#>    [3446,] 2.968002 2.24150940 1.0923310
#>    [3447,] 2.951378 2.54004085 0.8912827
#>    [3448,] 2.986962 2.58681067 0.8290697
#>    [3449,] 3.016110 2.25282870 0.9660837
#>    [3450,] 2.995512 2.04318892 0.9806009
#>    [3451,] 2.980611 2.74087676 1.1179105
#>    [3452,] 2.992704 2.69261066 1.0993800
#>    [3453,] 2.983666 2.12529724 1.0528339
#>    [3454,] 3.029445 2.03967848 1.1854343
#>    [3455,] 3.035633 1.70107872 0.9446076
#>    [3456,] 2.976917 2.19644564 0.9085811
#>    [3457,] 2.981623 2.25166771 0.8310055
#>    [3458,] 2.994146 2.49170774 0.8181237
#>    [3459,] 2.980470 2.31950544 0.8455404
#>    [3460,] 2.976661 2.55448706 0.5871350
#>    [3461,] 2.976661 2.55448706 0.5871350
#>    [3462,] 2.973482 2.41399381 1.2716718
#>    [3463,] 2.979698 2.44533790 0.8041120
#>    [3464,] 3.021274 1.97388700 0.9679699
#>    [3465,] 3.041416 1.72552279 1.1763779
#>    [3466,] 2.957306 2.65116404 0.7871945
#>    [3467,] 3.068258 1.69653626 1.1656284
#>    [3468,] 2.978618 2.16834560 1.0340410
#>    [3469,] 2.967931 2.01634990 0.9205920
#>    [3470,] 3.019074 2.41821500 0.8312530
#>    [3471,] 3.013027 1.70867030 0.8597887
#>    [3472,] 3.021252 2.06457569 0.8463122
#>    [3473,] 2.995580 2.08062650 0.9890043
#>    [3474,] 3.001974 2.12352465 0.8175754
#>    [3475,] 3.005326 2.18494949 0.9973613
#>    [3476,] 3.005051 1.80994321 0.9307369
#>    [3477,] 3.006654 2.02745547 1.0619561
#>    [3478,] 3.007450 1.85132302 0.7385206
#>    [3479,] 3.015333 2.06293793 0.8531980
#>    [3480,] 3.019681 1.95990934 0.8862743
#>    [3481,] 3.012102 1.92877856 0.8768390
#>    [3482,] 3.018850 2.00193545 0.9161421
#>    [3483,] 2.967662 2.55821761 0.8954714
#>    [3484,] 2.969618 2.53516951 0.8880621
#>    [3485,] 2.991577 2.53003807 0.9377366
#>    [3486,] 2.988000 1.97629495 0.8504147
#>    [3487,] 3.018355 2.33426051 1.0564790
#>    [3488,] 2.987009 1.98826633 0.8263903
#>    [3489,] 2.993201 2.09715857 0.7639559
#>    [3490,] 3.037409 1.52133644 0.9698558
#>    [3491,] 3.013770 1.93879303 0.8912548
#>    [3492,] 3.008921 2.19860881 0.6680970
#>    [3493,] 2.996133 2.07736840 0.8135398
#>    [3494,] 2.981596 2.56928886 0.7546888
#>    [3495,] 2.979558 2.16826369 0.7439218
#>    [3496,] 2.985869 2.53981577 1.0410708
#>    [3497,] 3.025060 1.74554106 0.9620761
#>    [3498,] 3.024024 2.11555932 0.9007704
#>    [3499,] 3.009072 2.00818686 0.9929096
#>    [3500,] 2.989785 2.26361298 0.7559947
#>    [3501,] 2.977406 2.52646090 0.7978164
#>    [3502,] 2.978754 2.55615506 0.8110736
#>    [3503,] 2.990955 2.15150684 0.8342771
#>    [3504,] 2.971190 2.36388666 0.9446698
#>    [3505,] 2.996055 2.26662288 0.9602941
#>    [3506,] 3.002929 2.38924569 1.1466209
#>    [3507,] 2.991239 2.13892638 1.1022516
#>    [3508,] 2.995700 2.12521328 1.1778753
#>    [3509,] 2.933547 2.66551563 1.0630862
#>    [3510,] 2.978295 2.13710969 0.8111448
#>    [3511,] 2.981202 2.17840071 0.8592228
#>    [3512,] 3.021901 1.65873611 1.0788928
#>    [3513,] 3.032294 1.94425879 1.0930047
#>    [3514,] 3.066908 1.60883436 1.1393781
#>    [3515,] 2.995025 1.49315898 1.4236913
#>    [3516,] 3.100486 1.95833504 1.5181841
#>    [3517,] 3.021064 2.99541160 1.5031999
#>    [3518,] 3.009860 1.05263073 1.3129035
#>    [3519,] 3.027302 1.46619628 1.4758570
#>    [3520,] 3.036051 1.52545285 1.5233115
#>    [3521,] 3.049629 1.61616471 1.4731780
#>    [3522,] 3.043311 1.43586317 1.0889108
#>    [3523,] 3.051077 1.59503319 1.1100189
#>    [3524,] 3.036942 1.54156053 1.1400564
#>    [3525,] 3.079532 1.45959051 1.0508315
#>    [3526,] 3.060091 1.16167291 0.9608027
#>    [3527,] 2.965116 2.87759680 1.0040079
#>    [3528,] 3.033995 2.21686664 0.8589921
#>    [3529,] 3.026062 1.81560749 0.8142358
#>    [3530,] 2.983087 2.39427198 1.1388661
#>    [3531,] 3.001117 2.34367732 0.7689194
#>    [3532,] 3.007249 2.38791280 0.7534312
#>    [3533,] 3.057300 1.52985015 1.3005658
#>    [3534,] 3.045508 1.59568026 0.9597250
#>    [3535,] 3.051093 1.64277536 0.9532547
#>    [3536,] 3.032352 1.87137800 0.9949887
#>    [3537,] 3.013501 2.22349755 1.1713458
#>    [3538,] 3.014936 2.19784993 1.1257377
#>    [3539,] 2.983026 2.35613101 1.3303271
#>    [3540,] 2.963980 2.23281277 1.2742800
#>    [3541,] 2.981282 2.51827780 1.1906179
#>    [3542,] 2.996889 2.13431592 0.8174511
#>    [3543,] 3.018336 2.32537063 0.7716453
#>    [3544,] 3.023726 1.79080152 1.2311856
#>    [3545,] 3.004286 2.38471317 1.2294704
#>    [3546,] 2.992532 2.11631461 1.0526180
#>    [3547,] 3.140446 0.17096207 1.2605565
#>    [3548,] 3.196829 0.09134077 1.5506537
#>    [3549,] 3.156713 0.65307039 1.2396510
#>    [3550,] 3.164854 0.60902789 1.2001930
#>    [3551,] 3.166008 0.60713381 1.1709761
#>    [3552,] 3.123979 0.66196212 1.3113474
#>    [3553,] 3.141991 0.38183667 1.3367396
#>    [3554,] 3.182815 0.48012383 1.2911273
#>    [3555,] 2.973826 2.80828513 1.2194167
#>    [3556,] 2.943665 2.57707506 1.0021395
#>    [3557,] 3.051236 1.38543470 1.0237519
#>    [3558,] 2.960360 2.50863258 0.9234905
#>    [3559,] 2.971680 2.45302434 1.0403621
#>    [3560,] 3.028364 1.80022729 0.8976046
#>    [3561,] 2.965431 3.01399033 0.9323929
#>    [3562,] 2.996023 2.10200334 1.0670916
#>    [3563,] 2.998542 2.17972389 1.0999731
#>    [3564,] 2.981045 2.44404397 1.0405260
#>    [3565,] 2.977699 2.38670305 0.7896286
#>    [3566,] 2.999745 2.41923976 0.8818576
#>    [3567,] 2.962235 2.49645376 0.9023119
#>    [3568,] 3.012787 1.88889795 0.8647002
#>    [3569,] 3.017673 2.19131445 0.9681735
#>    [3570,] 3.015483 1.76222734 0.9494687
#>    [3571,] 2.983413 1.86606883 1.0214868
#>    [3572,] 3.017822 2.68568364 0.9362864
#>    [3573,] 2.982389 2.40163084 0.9844591
#>    [3574,] 2.998243 2.20947724 0.9642585
#>    [3575,] 3.035399 1.77358000 0.8530054
#>    [3576,] 3.033851 1.83884871 0.9912419
#>    [3577,] 3.001633 2.09841422 0.8342541
#>    [3578,] 3.028379 1.90320316 1.0552988
#>    [3579,] 3.018832 1.67503420 1.0628715
#>    [3580,] 3.050954 1.47767222 0.9712734
#>    [3581,] 3.022466 1.74961063 0.9236483
#>    [3582,] 2.998388 2.38464383 0.8777907
#>    [3583,] 2.968676 2.17788110 0.8619570
#>    [3584,] 2.985178 2.55285510 0.8700527
#>    [3585,] 3.000987 2.51465114 0.9824297
#>    [3586,] 2.979874 2.08574793 1.0065831
#>    [3587,] 3.033515 1.98300181 0.9852743
#>    [3588,] 3.047822 1.85868844 1.1233458
#>    [3589,] 2.967810 2.63078442 0.7690299
#>    [3590,] 2.970446 2.45791346 0.6319975
#>    [3591,] 2.979235 2.32278598 0.7374309
#>    [3592,] 2.999996 2.26441357 0.8804749
#>    [3593,] 2.998175 2.13145079 0.8547030
#>    [3594,] 3.016710 1.98887785 1.3445522
#>    [3595,] 3.022061 2.05994193 1.2590426
#>    [3596,] 2.927878 2.66396483 0.9594836
#>    [3597,] 2.932740 2.64944851 1.1699314
#>    [3598,] 2.970519 2.86279331 0.9272040
#>    [3599,] 3.030763 1.86195986 0.9318221
#>    [3600,] 2.991315 2.20015403 0.8327749
#>    [3601,] 3.044053 1.83834495 1.0522772
#>    [3602,] 3.029211 1.50665184 1.0490397
#>    [3603,] 3.054378 2.02516402 1.0582796
#>    [3604,] 3.074142 1.44090957 1.0785247
#>    [3605,] 3.004066 1.74376303 1.0845687
#>    [3606,] 3.009378 2.46201588 1.2060844
#>    [3607,] 2.988282 2.55911516 1.2155700
#>    [3608,] 2.987008 2.32172962 1.2723781
#>    [3609,] 3.001699 2.23718833 1.2036776
#>    [3610,] 2.967018 2.70990539 0.8943720
#>    [3611,] 2.956326 2.45253808 1.2367476
#>    [3612,] 2.970178 2.15396419 0.9152092
#>    [3613,] 3.015636 2.13492766 0.8592313
#>    [3614,] 2.999787 2.14611135 0.8663509
#>    [3615,] 3.008668 2.25122158 0.8724589
#>    [3616,] 3.012690 2.20297914 0.9714495
#>    [3617,] 3.021388 2.33584495 1.0048218
#>    [3618,] 3.014739 2.00647476 1.0278029
#>    [3619,] 3.020783 1.83498448 1.1036892
#>    [3620,] 2.994519 2.42034557 1.0687285
#>    [3621,] 3.011650 2.09570687 0.9138442
#>    [3622,] 3.018247 2.35605119 0.9254825
#>    [3623,] 3.027916 1.81533995 0.7253514
#>    [3624,] 2.999923 2.18567964 0.7768571
#>    [3625,] 3.014801 1.94144175 1.0204562
#>    [3626,] 3.009378 2.14097324 0.8831071
#>    [3627,] 2.998696 2.08723884 0.8574586
#>    [3628,] 2.982150 2.43070567 0.9274834
#>    [3629,] 3.035598 1.76604773 0.8765727
#>    [3630,] 2.977887 2.34359264 1.0477826
#>    [3631,] 2.965803 2.77139659 1.1869064
#>    [3632,] 2.999979 2.55475967 0.8708655
#>    [3633,] 2.995125 2.03737489 0.7852741
#>    [3634,] 2.977280 2.43929280 1.0787582
#>    [3635,] 2.956591 2.72889216 0.8197276
#>    [3636,] 2.953440 2.47139112 1.0004136
#>    [3637,] 3.004188 2.29006126 0.9235160
#>    [3638,] 3.025669 1.73043676 0.9755984
#>    [3639,] 3.078706 1.09723752 1.1013597
#>    [3640,] 3.062387 1.33844952 1.1901438
#>    [3641,] 2.988916 2.28195165 0.9320619
#>    [3642,] 2.982844 2.23097501 0.8349385
#>    [3643,] 3.050889 1.51761025 1.0969394
#>    [3644,] 3.060466 1.64072135 1.1045911
#>    [3645,] 2.981470 2.35434347 0.9913915
#>    [3646,] 3.001380 2.24822043 1.3273458
#>    [3647,] 2.994478 2.33954779 1.2687416
#>    [3648,] 2.992225 1.95738361 1.1100851
#>    [3649,] 3.017094 1.68294178 1.0346443
#>    [3650,] 3.000872 1.81057756 0.8972708
#>    [3651,] 3.003567 1.98935492 0.9152069
#>    [3652,] 3.048697 1.75688351 0.9863534
#>    [3653,] 3.048697 1.75688351 0.9863534
#>    [3654,] 2.979736 2.26878273 0.8766800
#>    [3655,] 3.098670 1.15730070 0.9045868
#>    [3656,] 3.060910 1.23344738 0.9561868
#>    [3657,] 3.092653 1.29130845 0.8557326
#>    [3658,] 3.059934 1.26389296 1.2616195
#>    [3659,] 3.093173 0.95414045 1.1577917
#>    [3660,] 3.094938 1.07835136 1.1704170
#>    [3661,] 3.058039 0.88442436 1.2452187
#>    [3662,] 3.095047 1.20631444 1.1877324
#>    [3663,] 3.086317 1.38348022 1.0619333
#>    [3664,] 3.031740 1.65623979 0.9695347
#>    [3665,] 3.027601 1.79076747 1.0580783
#>    [3666,] 3.029959 1.77680018 0.7814216
#>    [3667,] 3.023980 1.80555858 1.1959604
#>    [3668,] 3.033623 1.69217802 1.4026904
#>    [3669,] 3.004297 2.34099807 1.3133101
#>    [3670,] 2.979969 2.42788634 0.9470328
#>    [3671,] 2.986383 2.32754187 0.9295431
#>    [3672,] 2.958651 2.57070309 0.8335844
#>    [3673,] 2.967663 2.50284424 0.7148689
#>    [3674,] 2.960261 2.70099545 0.8145986
#>    [3675,] 2.978347 2.81528031 0.7998854
#>    [3676,] 2.946020 2.82660244 0.8919909
#>    [3677,] 2.991431 2.19973446 1.3321763
#>    [3678,] 3.007699 2.17853636 0.9036261
#>    [3679,] 2.985649 2.28977075 0.7686426
#>    [3680,] 3.026599 1.86156154 0.9805253
#>    [3681,] 2.975715 2.41868468 0.9679070
#>    [3682,] 3.018576 1.85879957 0.9419488
#>    [3683,] 2.968759 2.72945670 0.8474129
#>    [3684,] 3.027674 1.68289036 1.0731005
#>    [3685,] 3.012633 1.93478148 1.0303014
#>    [3686,] 3.022818 2.00642606 0.7895292
#>    [3687,] 3.016210 1.90391175 0.6555150
#>    [3688,] 3.004632 1.99917768 0.6561831
#>    [3689,] 2.996143 2.21844091 0.9462992
#>    [3690,] 2.984334 1.98946042 0.9882821
#>    [3691,] 3.032005 2.12251050 0.8637128
#>    [3692,] 2.992438 2.29944676 0.9113561
#>    [3693,] 2.992769 2.30320149 0.9115519
#>    [3694,] 3.064691 1.61056527 0.9384301
#>    [3695,] 2.991071 2.03820569 1.0773753
#>    [3696,] 3.019983 2.16132054 0.8796702
#>    [3697,] 2.985024 2.03456532 1.0073480
#>    [3698,] 3.014453 2.24833354 1.0334448
#>    [3699,] 3.019738 2.07709492 1.0072344
#>    [3700,] 3.009110 2.23901234 1.2089338
#>    [3701,] 2.978816 2.27103007 0.8533262
#>    [3702,] 3.027920 2.12236070 0.9413928
#>    [3703,] 3.005826 1.96667826 0.8276174
#>    [3704,] 3.015196 1.67997775 1.0022044
#>    [3705,] 3.012604 2.06832274 0.9589181
#>    [3706,] 3.006738 2.26774683 0.8176071
#>    [3707,] 3.052567 1.82855091 0.8764359
#>    [3708,] 3.036123 1.53680912 1.0926849
#>    [3709,] 3.021006 1.79274219 0.8885382
#>    [3710,] 2.995698 2.34579481 1.0002997
#>    [3711,] 3.051957 2.22501027 1.0369611
#>    [3712,] 3.054889 1.01562149 1.1360205
#>    [3713,] 3.055208 0.99335453 1.1541108
#>    [3714,] 3.077700 0.86124040 1.0335729
#>    [3715,] 3.106183 1.13381701 0.9628057
#>    [3716,] 2.983522 2.53192342 0.9931742
#>    [3717,] 3.002392 2.27456272 0.7756698
#>    [3718,] 3.016512 1.74131048 0.7788090
#>    [3719,] 2.973715 2.67547025 0.9351828
#>    [3720,] 2.992800 1.88596186 0.9427246
#>    [3721,] 3.001339 2.37531224 1.0402441
#>    [3722,] 2.946905 2.58410073 0.8783112
#>    [3723,] 2.940535 2.56750056 0.8653158
#>    [3724,] 3.044405 1.47476796 0.8672520
#>    [3725,] 3.037622 1.71864438 1.0063264
#>    [3726,] 3.035519 1.55815117 0.9442229
#>    [3727,] 3.031160 1.55315821 0.9263273
#>    [3728,] 3.009679 1.73519572 1.0313621
#>    [3729,] 2.956790 2.57220628 0.8126987
#>    [3730,] 2.965033 2.65494209 0.7902167
#>    [3731,] 2.960149 2.56092760 0.8708039
#>    [3732,] 2.983796 2.24517354 0.9804049
#>    [3733,] 3.017139 2.11437704 0.9172335
#>    [3734,] 3.036417 1.77879387 1.0890042
#>    [3735,] 3.035205 1.83409795 1.0662562
#>    [3736,] 2.988050 2.28395986 0.9199352
#>    [3737,] 2.972828 2.34201212 0.8913889
#>    [3738,] 3.072938 1.20561043 1.0045899
#>    [3739,] 3.043885 1.87879581 1.0051032
#>    [3740,] 3.061201 1.29380948 0.9665834
#>    [3741,] 3.027625 1.98310573 0.7945343
#>    [3742,] 2.995860 2.02774398 0.8134192
#>    [3743,] 3.004673 2.40632842 0.9829052
#>    [3744,] 2.978354 2.14654775 1.0479377
#>    [3745,] 2.981936 2.17211477 1.0306509
#>    [3746,] 3.020923 2.27269416 1.1110708
#>    [3747,] 2.977493 2.13610639 0.7812965
#>    [3748,] 2.989103 2.53301684 0.8214414
#>    [3749,] 2.985056 2.41584433 1.1404859
#>    [3750,] 2.998896 1.96144459 0.8031984
#>    [3751,] 3.013386 2.05964717 0.8220334
#>    [3752,] 2.972717 2.41476617 0.9368526
#>    [3753,] 2.994065 2.09937586 0.9550534
#>    [3754,] 3.017276 2.11250211 0.9531863
#>    [3755,] 2.984061 1.88013142 0.9585368
#>    [3756,] 3.008869 2.57973372 0.9419936
#>    [3757,] 3.003470 2.24808888 1.0703120
#>    [3758,] 3.023510 2.05674598 1.0990165
#>    [3759,] 3.055497 1.01018667 1.1006072
#>    [3760,] 3.038806 1.81273581 1.2727821
#>    [3761,] 3.013004 2.12390088 0.6868443
#>    [3762,] 3.010915 2.04647425 0.7196166
#>    [3763,] 3.008550 2.01817073 0.9525677
#>    [3764,] 3.008550 2.01817073 0.9525677
#>    [3765,] 3.007808 2.07244708 0.8163305
#>    [3766,] 2.982399 2.46145950 0.9000716
#>    [3767,] 3.016089 1.95271926 1.0156143
#>    [3768,] 2.980305 2.37478419 0.8308671
#>    [3769,] 3.019945 1.80782420 0.8368000
#>    [3770,] 3.069693 1.51496078 1.0158793
#>    [3771,] 3.045983 1.72009989 0.8730685
#>    [3772,] 3.063525 1.75234745 1.1644647
#>    [3773,] 2.958979 2.34796529 1.2722489
#>    [3774,] 2.984980 2.58937433 1.2197984
#>    [3775,] 2.984442 2.54300958 1.2919987
#>    [3776,] 2.969554 2.19708578 1.0387847
#>    [3777,] 3.016085 2.21059833 1.2846818
#>    [3778,] 3.029533 2.16364017 0.7949108
#>    [3779,] 3.017077 1.62730137 0.7325108
#>    [3780,] 3.046275 1.89583090 1.0373806
#>    [3781,] 3.020655 1.70782675 1.0254675
#>    [3782,] 2.992488 2.39571243 0.9738883
#>    [3783,] 3.015482 2.40541533 1.0245408
#>    [3784,] 3.018766 1.97330324 1.0567109
#>    [3785,] 3.017410 1.99021861 0.7287561
#>    [3786,] 2.960125 2.74566135 1.1408577
#>    [3787,] 2.960328 2.75608292 1.1579603
#>    [3788,] 2.965485 2.57633249 1.0004232
#>    [3789,] 3.023362 1.87891742 0.8844659
#>    [3790,] 3.020649 1.93954887 0.7209694
#>    [3791,] 3.025870 1.82692367 0.7636078
#>    [3792,] 2.991509 2.11714581 0.8872124
#>    [3793,] 2.985753 2.52091557 0.8990950
#>    [3794,] 2.974109 2.47905063 0.8958589
#>    [3795,] 2.974828 2.46112577 0.8990804
#>    [3796,] 2.980226 2.52444754 1.0704086
#>    [3797,] 3.034871 1.64801126 1.1040605
#>    [3798,] 3.027923 1.55274019 1.0158206
#>    [3799,] 3.011230 2.30566394 0.8557051
#>    [3800,] 2.977687 2.32479829 1.1512424
#>    [3801,] 2.982511 2.32821963 1.1173585
#>    [3802,] 2.998404 2.44074092 1.2552781
#>    [3803,] 3.008290 2.00466076 0.8534424
#>    [3804,] 2.986254 2.14155083 1.0921721
#>    [3805,] 3.038636 2.37804332 1.0659309
#>    [3806,] 3.007344 1.80549227 1.1433391
#>    [3807,] 3.012576 2.52110590 1.2778283
#>    [3808,] 3.089566 0.70313868 1.4068630
#>    [3809,] 3.100868 1.13860004 1.0038384
#>    [3810,] 3.060830 1.27690638 1.1149770
#>    [3811,] 3.016086 1.85871037 1.1345889
#>    [3812,] 3.047858 1.83891974 0.9894614
#>    [3813,] 2.968744 2.66346588 1.2509790
#>    [3814,] 2.931479 2.88374302 1.3697312
#>    [3815,] 2.944799 2.62275000 1.1862658
#>    [3816,] 2.955797 2.45775252 1.0347751
#>    [3817,] 2.955697 2.65769397 0.8736033
#>    [3818,] 3.014762 2.14590653 0.8862618
#>    [3819,] 2.988866 2.09372681 0.8721710
#>    [3820,] 3.009345 2.28820252 0.9609530
#>    [3821,] 3.027623 1.79547926 0.7523194
#>    [3822,] 3.031989 1.82962902 0.7553751
#>    [3823,] 3.015153 1.75572794 0.9616513
#>    [3824,] 3.036381 1.78044621 0.9253585
#>    [3825,] 3.013538 1.81792719 0.8748564
#>    [3826,] 3.019724 1.84011646 0.8427223
#>    [3827,] 3.020611 1.97420100 0.8326703
#>    [3828,] 3.031747 1.77040978 1.0845379
#>    [3829,] 2.998340 2.06172108 1.1008821
#>    [3830,] 3.005320 2.60974884 1.2540060
#>    [3831,] 2.992381 2.56734172 1.1950704
#>    [3832,] 2.988012 2.35326894 1.1024998
#>    [3833,] 2.967428 2.58984774 1.1801279
#>    [3834,] 2.973763 3.08516202 1.2823608
#>    [3835,] 2.956259 2.59673187 1.3742090
#>    [3836,] 2.981811 2.31984754 1.2709615
#>    [3837,] 3.038043 1.79275819 1.1560101
#>    [3838,] 3.003928 2.22627633 1.0851583
#>    [3839,] 2.995493 2.46202033 1.1576177
#>    [3840,] 2.992159 2.46609210 0.7839883
#>    [3841,] 2.996449 2.47944893 0.7817567
#>    [3842,] 2.996449 2.47944893 0.7817567
#>    [3843,] 2.972727 2.68386136 1.0672392
#>    [3844,] 2.970853 2.28985353 1.0790703
#>    [3845,] 3.013977 2.21458570 1.1690918
#>    [3846,] 3.038282 1.93060933 0.9362333
#>    [3847,] 3.017047 1.62563811 0.8866250
#>    [3848,] 3.018302 1.73023091 1.1078936
#>    [3849,] 3.021921 2.19963088 1.0651796
#>    [3850,] 3.031469 2.06994305 1.1021869
#>    [3851,] 3.054506 1.92440436 1.0010094
#>    [3852,] 2.991195 2.00138598 1.0267736
#>    [3853,] 3.001826 2.17222446 1.0386120
#>    [3854,] 2.985902 2.32507667 1.1945148
#>    [3855,] 2.969328 2.63668681 0.9437904
#>    [3856,] 2.941159 2.95177703 1.0813387
#>    [3857,] 2.949302 2.63106335 1.1275948
#>    [3858,] 3.005727 2.12357201 0.8587218
#>    [3859,] 2.990741 2.05863402 0.7573549
#>    [3860,] 2.965984 2.64893935 1.3037885
#>    [3861,] 2.957366 2.97232618 1.2484702
#>    [3862,] 2.967700 2.45246247 0.8084140
#>    [3863,] 2.987698 2.07006927 1.1721248
#>    [3864,] 3.034190 1.62991641 1.2901756
#>    [3865,] 3.049447 1.84215947 1.0913947
#>    [3866,] 2.975998 2.19527339 1.1014895
#>    [3867,] 2.955892 2.86396255 0.8637024
#>    [3868,] 2.933597 2.89765956 1.3739261
#>    [3869,] 2.954989 3.02401665 1.3888131
#>    [3870,] 2.961160 3.13024298 1.3752926
#>    [3871,] 2.928954 3.30478599 1.3870274
#>    [3872,] 2.966686 2.61533999 1.2965983
#>    [3873,] 3.002603 2.12606707 0.9451318
#>    [3874,] 2.996166 2.29636003 0.8416075
#>    [3875,] 3.014677 2.08714325 0.9263094
#>    [3876,] 3.008059 2.05423061 1.0141416
#>    [3877,] 3.003303 2.60397861 1.1207825
#>    [3878,] 2.987718 1.91767629 1.0475989
#>    [3879,] 3.044406 1.68817442 0.9983735
#>    [3880,] 3.053335 1.62474256 1.0058877
#>    [3881,] 2.972135 2.52985944 0.8774836
#>    [3882,] 2.940904 2.85107795 0.9341270
#>    [3883,] 2.981991 2.48140107 1.0144213
#>    [3884,] 3.038964 1.71261174 0.9955454
#>    [3885,] 3.024403 1.99452641 0.8293468
#>    [3886,] 3.013564 2.10915266 0.8773999
#>    [3887,] 3.032417 2.26244278 1.0083446
#>    [3888,] 3.031987 2.12706065 0.9445213
#>    [3889,] 2.948705 2.39893814 0.8953189
#>    [3890,] 3.024917 2.30312817 1.1203872
#>    [3891,] 2.988514 2.23437467 0.7649228
#>    [3892,] 3.019974 2.03909813 1.0359015
#>    [3893,] 3.024386 1.84938660 1.1476205
#>    [3894,] 3.018799 1.83829361 0.7796490
#>    [3895,] 3.031793 1.84456375 0.8495413
#>    [3896,] 2.998511 1.89916794 0.8614586
#>    [3897,] 3.010949 2.55868803 0.7871092
#>    [3898,] 3.017260 2.18792332 0.8072628
#>    [3899,] 3.018039 1.90073432 0.8976027
#>    [3900,] 3.013086 1.97045639 0.8780854
#>    [3901,] 2.988129 2.30707501 0.7023587
#>    [3902,] 2.991227 2.30433381 0.6739263
#>    [3903,] 3.002315 2.14854130 0.7823931
#>    [3904,] 3.002315 2.14854130 0.7823931
#>    [3905,] 2.987236 2.24977083 0.8763886
#>    [3906,] 2.983146 2.27269463 0.9606099
#>    [3907,] 3.006704 2.15245477 0.8614862
#>    [3908,] 3.034222 1.68105561 0.7945862
#>    [3909,] 3.034591 1.75135741 1.0292738
#>    [3910,] 3.037879 1.95718929 0.8577953
#>    [3911,] 3.042948 1.64012029 0.9810725
#>    [3912,] 3.042977 1.57570327 0.9788121
#>    [3913,] 3.068069 1.44694536 1.0681226
#>    [3914,] 3.067865 1.42051502 1.0725661
#>    [3915,] 2.971764 2.41514930 0.8987443
#>    [3916,] 2.986599 2.71163800 1.0298287
#>    [3917,] 2.987105 2.58881330 0.9816416
#>    [3918,] 2.983819 2.29066580 0.7367410
#>    [3919,] 2.992189 2.26595597 0.8984332
#>    [3920,] 2.999507 2.02603447 0.8019657
#>    [3921,] 2.957651 2.40213697 0.9493782
#>    [3922,] 2.957354 2.27231619 0.9386225
#>    [3923,] 3.025382 1.58111884 1.0616616
#>    [3924,] 3.063443 1.66398844 1.2177436
#>    [3925,] 3.048751 1.86758387 1.2657412
#>    [3926,] 3.020078 1.70212569 1.0896027
#>    [3927,] 3.052910 1.86822633 0.9458876
#>    [3928,] 3.069718 1.14786463 0.8161587
#>    [3929,] 3.067193 1.41868940 0.9169982
#>    [3930,] 3.070411 1.48697059 1.0030015
#>    [3931,] 3.076081 1.71035782 1.0612770
#>    [3932,] 2.958916 2.78857701 0.8884600
#>    [3933,] 2.940309 2.76700577 0.8634686
#>    [3934,] 2.946274 2.94621658 1.1536017
#>    [3935,] 2.874881 3.53236043 1.2401906
#>    [3936,] 2.936369 2.76989152 1.0529377
#>    [3937,] 3.013955 2.53127012 0.9265556
#>    [3938,] 2.991040 2.38314456 0.8115774
#>    [3939,] 2.977337 2.26444982 0.7886469
#>    [3940,] 3.011815 1.84036654 0.9290440
#>    [3941,] 3.030869 1.95033112 0.9804269
#>    [3942,] 3.011488 1.77135333 1.0470950
#>    [3943,] 2.947139 2.74576130 0.8401192
#>    [3944,] 2.937908 2.75259935 0.8675395
#>    [3945,] 3.008622 2.27940143 0.9919035
#>    [3946,] 3.000927 1.95150322 0.9886388
#>    [3947,] 2.973667 2.76591946 0.8820004
#>    [3948,] 2.971838 2.80798672 0.9241064
#>    [3949,] 2.971663 2.52551044 1.1670543
#>    [3950,] 3.074509 1.66990617 0.9234542
#>    [3951,] 3.030796 1.38394888 0.8873370
#>    [3952,] 3.052372 1.98630400 0.8695558
#>    [3953,] 3.048558 1.66091703 0.9585187
#>    [3954,] 3.031884 1.84625107 0.9615124
#>    [3955,] 3.016243 1.85779509 0.8745162
#>    [3956,] 3.025138 2.17724047 0.8729690
#>    [3957,] 3.012694 1.79894874 0.8650926
#>    [3958,] 3.018940 1.91568584 0.8032569
#>    [3959,] 3.028478 1.78146264 0.7270734
#>    [3960,] 3.034127 1.77898937 0.8422517
#>    [3961,] 3.016847 1.78458860 1.0390003
#>    [3962,] 3.014985 2.11692502 0.8205661
#>    [3963,] 3.050654 1.83733093 0.9291342
#>    [3964,] 2.984990 2.72880853 0.9656784
#>    [3965,] 2.967703 2.63018493 0.9796164
#>    [3966,] 2.991847 2.21955725 0.8711104
#>    [3967,] 3.008900 2.44356878 0.9008272
#>    [3968,] 2.994748 2.24661396 0.8091340
#>    [3969,] 3.023031 1.74504594 1.0383127
#>    [3970,] 3.034724 1.80758771 1.1294223
#>    [3971,] 3.034574 1.61729081 1.1307912
#>    [3972,] 3.030278 1.93750837 0.8982079
#>    [3973,] 3.016620 1.84163568 0.8710589
#>    [3974,] 3.017112 1.92397456 0.9530543
#>    [3975,] 3.034883 1.75239982 0.9913498
#>    [3976,] 3.034171 1.72758315 0.9578120
#>    [3977,] 3.009038 1.94742777 1.0403208
#>    [3978,] 3.034519 2.01761630 1.0797926
#>    [3979,] 2.997675 1.94394890 0.8734721
#>    [3980,] 2.980022 2.64397670 0.9461408
#>    [3981,] 2.977224 2.57805653 0.9593691
#>    [3982,] 2.977476 2.40790779 0.9161843
#>    [3983,] 3.061708 1.18080227 1.2140915
#>    [3984,] 3.056122 1.80832123 1.1027445
#>    [3985,] 3.043921 1.32768208 0.9177003
#>    [3986,] 3.028912 2.03362349 1.2098417
#>    [3987,] 3.037850 1.45056202 1.0361716
#>    [3988,] 3.041821 1.75309151 0.9897267
#>    [3989,] 3.057801 1.31614921 0.9305929
#>    [3990,] 3.020856 2.04588609 1.4600041
#>    [3991,] 3.025160 1.93164637 0.9917550
#>    [3992,] 3.050737 1.55716894 0.9988753
#>    [3993,] 3.049558 1.60553726 0.9267232
#>    [3994,] 3.045306 1.74645177 1.1183844
#>    [3995,] 2.999346 1.99498515 1.0441691
#>    [3996,] 2.997188 1.82266734 1.0126521
#>    [3997,] 2.996736 1.81588412 1.0285567
#>    [3998,] 3.023580 2.26988670 0.9050328
#>    [3999,] 3.003498 1.73957170 1.1659267
#>    [4000,] 3.051935 2.01989083 0.9969096
  stanfit_to_dt(eg)
#>              m        c     sigma
#>          <num>    <num>     <num>
#>    1: 3.060244 1.496154 1.5406190
#>    2: 3.028401 1.813404 1.4106039
#>    3: 2.956964 2.698772 1.1527408
#>    4: 3.059900 1.979219 1.4390656
#>    5: 3.008127 1.993533 1.4673264
#>   ---                            
#> 3996: 2.997188 1.822667 1.0126521
#> 3997: 2.996736 1.815884 1.0285567
#> 3998: 3.023580 2.269887 0.9050328
#> 3999: 3.003498 1.739572 1.1659267
#> 4000: 3.051935 2.019891 0.9969096